user stringclasses 1 value | videos listlengths 1 1 | gt_label stringclasses 2 values | predict stringlengths 0 207 | pred_answer stringclasses 2 values | pred_order listlengths 0 0 | top1_correct bool 1 class | gt_pos int64 0 0 | latency_ms float64 538 26.2k | index int64 0 923 | request_messages listlengths 1 1 | error stringclasses 1 value |
|---|---|---|---|---|---|---|---|---|---|---|---|
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/after_incident/866_after.mp4"
] | normal | No abnormal act is shown in this clip.
The answer is normal. | normal | [] | false | 0 | 10,246.505453 | 1 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/normal_video/1288_normal.mp4"
] | normal | No abnormal incident is shown happening on-screen.
The answer is normal. | normal | [] | false | 0 | 10,464.657364 | 0 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/abnormal_video/20_00000050.mp4"
] | abnormal | 0000,0046.
The answer is abnormal. | abnormal | [] | false | 0 | 10,514.483928 | 2 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/abnormal_video/837_01000144.mp4"
] | abnormal | Nothing in this video appears clearly abnormal.
The answer is normal. | normal | [] | false | 0 | 11,095.016004 | 3 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/abnormal_video/1668_00000016.mp4"
] | abnormal | Nothing in this video appears clearly abnormal.
The answer is normal. | normal | [] | false | 0 | 4,995.062082 | 4 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/normal_video/954_normal.mp4"
] | normal | 手机爆炸，导致店员受伤。
The answer is abnormal. | abnormal | [] | false | 0 | 5,459.077997 | 6 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/abnormal_video/2027_00000101.mp4"
] | abnormal | No abnormal incident is shown happening on-screen.
The answer is normal. | normal | [] | false | 0 | 4,871.954346 | 7 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/after_incident/1595_after.mp4"
] | normal | No abnormal incident is shown happening on-screen.
The answer is normal. | normal | [] | false | 0 | 5,525.851772 | 5 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/abnormal_video/1013_00010010.mp4"
] | abnormal | The escalator suddenly malfunctioned, causing the crowd to fall.
The answer is abnormal. | abnormal | [] | false | 0 | 5,349.16981 | 8 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/abnormal_video/1621_00180021.mp4"
] | abnormal | The white car was hit by a truck and fell into the water.
The answer is abnormal. | abnormal | [] | false | 0 | 4,804.744783 | 11 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/abnormal_video/1727_00000030.mp4"
] | abnormal | The water in the swimming pool suddenly turned black, and the boy was frightened.
The answer is abnormal. | abnormal | [] | false | 0 | 5,093.098841 | 10 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/after_incident/1345_after.mp4"
] | normal | No abnormal incident is shown happening on-screen.
The answer is normal. | normal | [] | false | 0 | 5,093.957257 | 9 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/abnormal_video/732_00150020.mp4"
] | abnormal | "The cracks in the walls and ceiling are so large that they are almost visible.".
The answer is abnormal. | abnormal | [] | false | 0 | 1,984.661586 | 13 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/abnormal_video/272_00000103.mp4"
] | abnormal | The video does not appear to show an obvious anomaly.
The answer is normal. | normal | [] | false | 0 | 5,492.030472 | 12 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/normal_video/927_normal.mp4"
] | normal | No abnormal incident is shown happening in this clip.
The answer is normal. | normal | [] | false | 0 | 5,297.309615 | 15 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/abnormal_video/849_00060036.mp4"
] | abnormal | Two men fight in a liquor store.
The answer is abnormal. | abnormal | [] | false | 0 | 3,718.134955 | 16 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/abnormal_video/922_00000124.mp4"
] | abnormal | The truck driver drove into the ATM machine and pulled it out of the ATM machine.
The answer is abnormal. | abnormal | [] | false | 0 | 5,443.356829 | 14 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/after_incident/967_after.mp4"
] | normal | 牛被电击后，小牛被救起。
The answer is abnormal. | abnormal | [] | false | 0 | 1,137.813145 | 20 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/abnormal_video/1132_00000041.mp4"
] | abnormal | The video does not appear to show an obvious anomaly.
The answer is normal. | normal | [] | false | 0 | 4,006.466414 | 17 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/normal_video/972_normal.mp4"
] | normal | 0000,0001.
The answer is abnormal. | abnormal | [] | false | 0 | 3,758.514971 | 19 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/normal_video/735_normal.mp4"
] | normal | No abnormal incident is shown happening on-screen.
The answer is normal. | normal | [] | false | 0 | 1,348.989243 | 22 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/after_incident/543_after.mp4"
] | normal | This video appears normal overall, with nothing clearly abnormal shown.
The answer is normal. | normal | [] | false | 0 | 1,283.988318 | 23 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/after_incident/1559_after.mp4"
] | normal | No abnormal incident is shown happening on-screen.
The answer is normal. | normal | [] | false | 0 | 6,647.028704 | 21 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/after_incident/2065_after.mp4"
] | normal | No abnormal incident is shown happening on-screen.
The answer is normal. | normal | [] | false | 0 | 2,830.363142 | 24 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/normal_video/739_normal.mp4"
] | normal | No abnormal incident is shown happening on-screen.
The answer is normal. | normal | [] | false | 0 | 2,840.757157 | 25 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/after_incident/60_after.mp4"
] | normal | No abnormal incident is shown happening on-screen.
The answer is normal. | normal | [] | false | 0 | 1,606.603744 | 26 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/normal_video/870_normal.mp4"
] | normal | No abnormal act is shown in this clip.
The answer is normal. | normal | [] | false | 0 | 4,950.354739 | 27 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/normal_video/410_normal.mp4"
] | normal | The forest is littered with leaves and insects.
The answer is abnormal. | abnormal | [] | false | 0 | 5,029.381888 | 28 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/abnormal_video/1731_00001516.mp4"
] | abnormal | No clear anomaly has appeared in this video yet.
The answer is normal. | normal | [] | false | 0 | 13,102.264307 | 18 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/after_incident/507_after.mp4"
] | normal | No abnormal incident is shown happening on-screen.
The answer is normal. | normal | [] | false | 0 | 3,563.642376 | 29 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/after_incident/1397_after.mp4"
] | normal | No abnormal act is shown in this clip.
The answer is normal. | normal | [] | false | 0 | 4,920.265609 | 30 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/abnormal_video/1756_00000115.mp4"
] | abnormal | The truck carrying fireworks exploded, causing injuries to four people.
The answer is abnormal. | abnormal | [] | false | 0 | 4,880.556419 | 31 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/after_incident/809_after.mp4"
] | normal | No clear abnormal moment has appeared yet.
The answer is normal. | normal | [] | false | 0 | 4,844.716989 | 33 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/after_incident/827_after.mp4"
] | normal | No abnormal incident is shown happening on-screen.
The answer is normal. | normal | [] | false | 0 | 4,917.126535 | 32 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/abnormal_video/5_00220027.mp4"
] | abnormal | Turning cars causing accidents.
The answer is abnormal. | abnormal | [] | false | 0 | 4,100.481384 | 35 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/normal_video/693_normal.mp4"
] | normal | 0000,0004.
The answer is abnormal. | abnormal | [] | false | 0 | 6,022.82868 | 34 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/abnormal_video/869_00000062.mp4"
] | abnormal | The crowd in the courtroom was fighting, and the police were trying to control them.
The answer is abnormal. | abnormal | [] | false | 0 | 5,939.795911 | 36 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/after_incident/612_after.mp4"
] | normal | The video does not appear to show an obvious anomaly.
The answer is normal. | normal | [] | false | 0 | 5,924.200164 | 37 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/abnormal_video/1807_00000038.mp4"
] | abnormal | The police stopped a wrong-way driver in Tampa, Florida.
The answer is abnormal. | abnormal | [] | false | 0 | 1,943.322985 | 38 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/abnormal_video/1124_00000016.mp4"
] | abnormal | Glacier melting and water flowing out.
The answer is abnormal. | abnormal | [] | false | 0 | 4,805.713456 | 39 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/after_incident/304_after.mp4"
] | normal | No abnormal incident is shown happening on-screen.
The answer is normal. | normal | [] | false | 0 | 5,540.343313 | 40 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/abnormal_video/286_00000410.mp4"
] | abnormal | The video does not appear to show an obvious anomaly.
The answer is normal. | normal | [] | false | 0 | 5,488.11545 | 41 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/abnormal_video/1147_00000021.mp4"
] | abnormal | Two men are swimming in a pool and one of them falls into the water.
The answer is abnormal. | abnormal | [] | false | 0 | 5,470.568784 | 42 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/after_incident/1679_after.mp4"
] | normal | No abnormal act is shown in this clip.
The answer is normal. | normal | [] | false | 0 | 3,853.331066 | 43 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/after_incident/681_after.mp4"
] | normal | No abnormal incident is shown happening on-screen.
The answer is normal. | normal | [] | false | 0 | 3,128.941836 | 44 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/after_incident/91_after.mp4"
] | normal | The man entered the house through the backyard and stole a car.
The answer is abnormal. | abnormal | [] | false | 0 | 3,195.122343 | 45 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/after_incident/1594_after.mp4"
] | normal | No abnormal act is shown in this clip.
The answer is normal. | normal | [] | false | 0 | 3,217.908882 | 46 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/normal_video/576_normal.mp4"
] | normal | No abnormal act is shown in this clip.
The answer is normal. | normal | [] | false | 0 | 3,262.551055 | 48 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/normal_video/302_normal.mp4"
] | normal | No abnormal incident is shown happening in this clip.
The answer is normal. | normal | [] | false | 0 | 7,314.296147 | 49 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/after_incident/413_after.mp4"
] | normal | No abnormal incident is shown happening on-screen.
The answer is normal. | normal | [] | false | 0 | 7,296.447422 | 50 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/after_incident/1767_after.mp4"
] | normal | No abnormal incident is shown happening in this clip.
The answer is normal. | normal | [] | false | 0 | 4,211.91352 | 51 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/abnormal_video/1099_00000113.mp4"
] | abnormal | The video shows the plastic pollution in the greenhouse and its effects on plants.
The answer is abnormal. | abnormal | [] | false | 0 | 7,593.413724 | 47 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/abnormal_video/411_00110125.mp4"
] | abnormal | 稻叶发黑，稻穗枯萎。
The answer is abnormal. | abnormal | [] | false | 0 | 1,639.653598 | 54 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/abnormal_video/295_00100210.mp4"
] | abnormal | No abnormal act is shown in this clip.
The answer is normal. | normal | [] | false | 0 | 1,534.648616 | 55 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/normal_video/1082_normal.mp4"
] | normal | The video does not appear to show an obvious anomaly.
The answer is normal. | normal | [] | false | 0 | 4,955.219221 | 53 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/normal_video/1795_normal.mp4"
] | normal | No abnormal incident is shown happening on-screen.
The answer is normal. | normal | [] | false | 0 | 3,222.402918 | 57 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/after_incident/167_after.mp4"
] | normal | No abnormal incident is shown happening on-screen.
The answer is normal. | normal | [] | false | 0 | 3,222.825766 | 56 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/after_incident/1845_after.mp4"
] | normal | No abnormal incident is shown happening on-screen.
The answer is normal. | normal | [] | false | 0 | 9,336.89965 | 52 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/abnormal_video/1501_00000025.mp4"
] | abnormal | Three robbers entered the jewelry store and grabbed jewelry.
The answer is abnormal. | abnormal | [] | false | 0 | 5,021.20845 | 60 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/abnormal_video/1102_00000030.mp4"
] | abnormal | 0000,0041.
The answer is abnormal. | abnormal | [] | false | 0 | 5,021.693738 | 59 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/abnormal_video/1892_00000231.mp4"
] | abnormal | No abnormal incident is shown happening on-screen.
The answer is normal. | normal | [] | false | 0 | 5,022.111526 | 58 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/after_incident/1577_after.mp4"
] | normal | No abnormal incident is shown happening on-screen.
The answer is normal. | normal | [] | false | 0 | 5,122.297043 | 61 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/abnormal_video/1292_00000014.mp4"
] | abnormal | A car accident caused by running a red light.
The answer is abnormal. | abnormal | [] | false | 0 | 5,046.495406 | 64 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/abnormal_video/1979_00180045.mp4"
] | abnormal | The crowd gathered around the Mona Lisa, taking pictures with their phones.
The answer is abnormal. | abnormal | [] | false | 0 | 5,058.668281 | 62 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/after_incident/2027_after.mp4"
] | normal | No abnormal incident is shown happening on-screen.
The answer is normal. | normal | [] | false | 0 | 5,072.916105 | 63 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/abnormal_video/143_00000130.mp4"
] | abnormal | No clear anomaly has appeared in this video yet.
The answer is normal. | normal | [] | false | 0 | 1,572.423655 | 65 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/after_incident/712_after.mp4"
] | normal | The fire broke out in the warehouse, and the firefighters extinguished it.
The answer is abnormal. | abnormal | [] | false | 0 | 998.070986 | 66 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/after_incident/1278_after.mp4"
] | normal | No abnormal incident is shown happening on-screen.
The answer is normal. | normal | [] | false | 0 | 4,179.739541 | 67 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/after_incident/1418_after.mp4"
] | normal | No clear anomaly has appeared in this video yet.
The answer is normal. | normal | [] | false | 0 | 4,245.77006 | 68 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/abnormal_video/520_00310202.mp4"
] | abnormal | No clear anomaly has appeared in this video yet.
The answer is normal. | normal | [] | false | 0 | 3,278.817768 | 69 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/after_incident/218_after.mp4"
] | normal | No abnormal incident is shown happening on-screen.
The answer is normal. | normal | [] | false | 0 | 3,287.003894 | 70 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/abnormal_video/1584_00120019.mp4"
] | abnormal | A car accident caused by running a red light.
The answer is abnormal. | abnormal | [] | false | 0 | 5,316.056193 | 72 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/abnormal_video/1639_00510108.mp4"
] | abnormal | Two robbers entered the house through the door and window to steal.
The answer is abnormal. | abnormal | [] | false | 0 | 5,675.356424 | 73 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/abnormal_video/312_00030025.mp4"
] | abnormal | No abnormal act is shown in this clip.
The answer is normal. | normal | [] | false | 0 | 5,777.385452 | 71 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/normal_video/1663_normal.mp4"
] | normal | No abnormal act is shown in this clip.
The answer is normal. | normal | [] | false | 0 | 5,735.931382 | 74 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/after_incident/519_after.mp4"
] | normal | No abnormal incident is shown happening on-screen.
The answer is normal. | normal | [] | false | 0 | 2,335.940538 | 77 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/abnormal_video/403_00540119.mp4"
] | abnormal | The wind is strong, and the rice is blown down.
The answer is abnormal. | abnormal | [] | false | 0 | 2,396.209878 | 78 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/normal_video/2059_normal.mp4"
] | normal | No abnormal incident is shown happening on-screen.
The answer is normal. | normal | [] | false | 0 | 5,940.586665 | 76 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/normal_video/697_normal.mp4"
] | normal | The video does not appear to show an obvious anomaly.
The answer is normal. | normal | [] | false | 0 | 6,746.574233 | 75 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/abnormal_video/1288_00320131.mp4"
] | abnormal | Two men fight on a subway carriage.
The answer is abnormal. | abnormal | [] | false | 0 | 4,062.225015 | 79 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/abnormal_video/1253_00020124.mp4"
] | abnormal | No clear anomaly has appeared in this video yet.
The answer is normal. | normal | [] | false | 0 | 4,026.352516 | 80 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/abnormal_video/480_00250050.mp4"
] | abnormal | 兰花叶片腐烂。
The answer is abnormal. | abnormal | [] | false | 0 | 2,955.935083 | 84 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/abnormal_video/1688_00110055.mp4"
] | abnormal | No abnormal incident is shown happening on-screen.
The answer is normal. | normal | [] | false | 0 | 3,537.879671 | 81 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/normal_video/523_normal.mp4"
] | normal | No abnormal incident is shown happening on-screen.
The answer is normal. | normal | [] | false | 0 | 3,131.353741 | 82 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/abnormal_video/222_00230124.mp4"
] | abnormal | No abnormal incident is shown happening on-screen.
The answer is normal. | normal | [] | false | 0 | 3,113.398117 | 83 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/abnormal_video/234_00330144.mp4"
] | abnormal | No abnormal incident is shown happening on-screen.
The answer is normal. | normal | [] | false | 0 | 996.655464 | 85 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/after_incident/1783_after.mp4"
] | normal | No abnormal incident is shown happening on-screen.
The answer is normal. | normal | [] | false | 0 | 6,337.168787 | 87 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/after_incident/786_after.mp4"
] | normal | No abnormal incident is shown happening on-screen.
The answer is normal. | normal | [] | false | 0 | 6,016.6496 | 89 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/abnormal_video/422_01400332.mp4"
] | abnormal | The plant leaves turn red and wilt.
The answer is abnormal. | abnormal | [] | false | 0 | 6,985.410282 | 86 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/abnormal_video/340_04500550.mp4"
] | abnormal | No abnormal act is shown in this clip.
The answer is normal. | normal | [] | false | 0 | 6,936.718431 | 88 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/after_incident/585_after.mp4"
] | normal | No abnormal incident is shown happening on-screen.
The answer is normal. | normal | [] | false | 0 | 1,642.109534 | 90 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/normal_video/973_normal.mp4"
] | normal | The boy in the elevator suddenly collapsed and was rescued by a worker.
The answer is abnormal. | abnormal | [] | false | 0 | 1,026.096518 | 92 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/normal_video/707_normal.mp4"
] | normal | No abnormal incident is shown happening on-screen.
The answer is normal. | normal | [] | false | 0 | 1,036.971191 | 93 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/after_incident/810_after.mp4"
] | normal | No anomaly is shown occurring in-frame.
The answer is normal. | normal | [] | false | 0 | 4,220.065295 | 91 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/after_incident/498_after.mp4"
] | normal | No abnormal incident is shown happening on-screen.
The answer is normal. | normal | [] | false | 0 | 3,216.235717 | 95 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/normal_video/616_normal.mp4"
] | normal | No abnormal act is shown in this clip.
The answer is normal. | normal | [] | false | 0 | 3,276.84167 | 96 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/abnormal_video/267_00100156.mp4"
] | abnormal | No abnormal incident is shown happening on-screen.
The answer is normal. | normal | [] | false | 0 | 3,758.265168 | 94 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/abnormal_video/791_00040016.mp4"
] | abnormal | Two robbers entered a house through the car and robbed it.
The answer is abnormal. | abnormal | [] | false | 0 | 5,670.465051 | 97 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/normal_video/1688_normal.mp4"
] | normal | No unusual activity is shown yet in this scene.
The answer is normal. | normal | [] | false | 0 | 5,687.664998 | 98 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
Are any anomalies directly occurring in this clip? If yes, identify them briefly.
<video>
| [
"ecva/after_incident/1090_after.mp4"
] | normal | 0000,0003.
The answer is abnormal. | abnormal | [] | false | 0 | 5,767.555394 | 100 | [
{
"role": "user",
"content": [
{
"type": "text",
"text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n",
"video_url": null
},
{
"type": "video_url",
"text": null,
"video_url": {
"url": "fi... | null |
End of preview. Expand
in Data Studio
/hub_data4/seohyun/saves/ecva_instruct_1223/full/sft/checkpoint-350/ · happy8825/valid_ecva_clean results
- Model:
/hub_data4/seohyun/saves/ecva_instruct_1223/full/sft/checkpoint-350/ - Dataset:
happy8825/valid_ecva_clean - Generated:
2025-12-23 13:38:37Z
Metrics
| Metric | Value |
|---|---|
| Total samples | 924 |
| With GT | 0 |
| Parsed answers | 0 |
| Top-1 accuracy | 0 |
| Recall@5 | 0 |
| MRR | 0 |
The uploaded JSON contains full per-sample predictions produced via t3_infer_with_vllm.bash.
EVQA/ECVA Metrics
| Metric | Value |
|---|---|
| EVQA total | 924 |
| EVQA with GT label | 924 |
| EVQA accuracy | 0.748918 |
Run Summary
Saved 924 results to /home/seohyun/vid_understanding/video_retrieval/video_retrieval/output_1223/1223_350.json
Metrics: {
"total": 924,
"with_gt": 0,
"with_parsed_answer": 0,
"top1_acc": 0.0,
"recall_at_5": 0.0,
"mrr": 0.0,
"num_shards": 1,
"shard_index": 0,
"evqa_total": 924,
"evqa_with_gt_label": 924,
"evqa_acc": 0.7489177489177489
}
Pushed 1223_350.jsonl and README to https://huggingface.co/datasets/happy8825/1223_350
- Downloads last month
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