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The dataset generation failed because of a cast error
Error code:   DatasetGenerationCastError
Exception:    DatasetGenerationCastError
Message:      An error occurred while generating the dataset

All the data files must have the same columns, but at some point there are 9 new columns ({'Gold Recall@5', 'Evidence Recall@100', 'Evidence Recall@1000', 'Gold nDCG@10', 'Evidence nDCG@10', 'Gold Recall@100', 'Link', 'Evidence Recall@5', 'Gold Recall@1000'}) and 12 missing columns ({'Calibration Error (%)', 'LLM', 'LLM Link', 'Model Size (B)', 'Retriever Link', 'Submittor Link', 'Search Calls', 'Accuracy (GPT-4.1 Judge)', 'Scaffold', 'Open Weights?', 'Recall (%)', 'Accuracy (%)'}).

This happened while the csv dataset builder was generating data using

hf://datasets/NohTow/BrowseComp-Plus-results/retriever_results.csv (at revision d19deb757b6bc81ac806d1109d208ec3b0f8fb05), [/tmp/hf-datasets-cache/medium/datasets/84756449412673-config-parquet-and-info-NohTow-BrowseComp-Plus-re-d0b79c6a/hub/datasets--NohTow--BrowseComp-Plus-results/snapshots/d19deb757b6bc81ac806d1109d208ec3b0f8fb05/agent_results.csv (origin=hf://datasets/NohTow/BrowseComp-Plus-results@d19deb757b6bc81ac806d1109d208ec3b0f8fb05/agent_results.csv), /tmp/hf-datasets-cache/medium/datasets/84756449412673-config-parquet-and-info-NohTow-BrowseComp-Plus-re-d0b79c6a/hub/datasets--NohTow--BrowseComp-Plus-results/snapshots/d19deb757b6bc81ac806d1109d208ec3b0f8fb05/retriever_results.csv (origin=hf://datasets/NohTow/BrowseComp-Plus-results@d19deb757b6bc81ac806d1109d208ec3b0f8fb05/retriever_results.csv)]

Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)
Traceback:    Traceback (most recent call last):
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1890, in _prepare_split_single
                  writer.write_table(table)
                File "/usr/local/lib/python3.12/site-packages/datasets/arrow_writer.py", line 760, in write_table
                  pa_table = table_cast(pa_table, self._schema)
                             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2272, in table_cast
                  return cast_table_to_schema(table, schema)
                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2218, in cast_table_to_schema
                  raise CastError(
              datasets.table.CastError: Couldn't cast
              Retriever: string
              Evidence nDCG@10: double
              Evidence Recall@5: double
              Evidence Recall@100: double
              Evidence Recall@1000: double
              Gold nDCG@10: double
              Gold Recall@5: double
              Gold Recall@100: double
              Gold Recall@1000: double
              Link: string
              Evaluation Date: string
              Submitted By: string
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 1803
              to
              {'LLM': Value('string'), 'Retriever': Value('string'), 'Submitted By': Value('string'), 'Scaffold': Value('string'), 'Accuracy (%)': Value('float64'), 'Recall (%)': Value('float64'), 'Search Calls': Value('float64'), 'Calibration Error (%)': Value('string'), 'Model Size (B)': Value('string'), 'Open Weights?': Value('string'), 'LLM Link': Value('string'), 'Retriever Link': Value('string'), 'Evaluation Date': Value('string'), 'Submittor Link': Value('string'), 'Accuracy (GPT-4.1 Judge)': Value('string')}
              because column names don't match
              
              During handling of the above exception, another exception occurred:
              
              Traceback (most recent call last):
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1347, in compute_config_parquet_and_info_response
                  parquet_operations = convert_to_parquet(builder)
                                       ^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 980, in convert_to_parquet
                  builder.download_and_prepare(
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 884, in download_and_prepare
                  self._download_and_prepare(
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 947, in _download_and_prepare
                  self._prepare_split(split_generator, **prepare_split_kwargs)
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1739, in _prepare_split
                  for job_id, done, content in self._prepare_split_single(
                                               ^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1892, in _prepare_split_single
                  raise DatasetGenerationCastError.from_cast_error(
              datasets.exceptions.DatasetGenerationCastError: An error occurred while generating the dataset
              
              All the data files must have the same columns, but at some point there are 9 new columns ({'Gold Recall@5', 'Evidence Recall@100', 'Evidence Recall@1000', 'Gold nDCG@10', 'Evidence nDCG@10', 'Gold Recall@100', 'Link', 'Evidence Recall@5', 'Gold Recall@1000'}) and 12 missing columns ({'Calibration Error (%)', 'LLM', 'LLM Link', 'Model Size (B)', 'Retriever Link', 'Submittor Link', 'Search Calls', 'Accuracy (GPT-4.1 Judge)', 'Scaffold', 'Open Weights?', 'Recall (%)', 'Accuracy (%)'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/NohTow/BrowseComp-Plus-results/retriever_results.csv (at revision d19deb757b6bc81ac806d1109d208ec3b0f8fb05), [/tmp/hf-datasets-cache/medium/datasets/84756449412673-config-parquet-and-info-NohTow-BrowseComp-Plus-re-d0b79c6a/hub/datasets--NohTow--BrowseComp-Plus-results/snapshots/d19deb757b6bc81ac806d1109d208ec3b0f8fb05/agent_results.csv (origin=hf://datasets/NohTow/BrowseComp-Plus-results@d19deb757b6bc81ac806d1109d208ec3b0f8fb05/agent_results.csv), /tmp/hf-datasets-cache/medium/datasets/84756449412673-config-parquet-and-info-NohTow-BrowseComp-Plus-re-d0b79c6a/hub/datasets--NohTow--BrowseComp-Plus-results/snapshots/d19deb757b6bc81ac806d1109d208ec3b0f8fb05/retriever_results.csv (origin=hf://datasets/NohTow/BrowseComp-Plus-results@d19deb757b6bc81ac806d1109d208ec3b0f8fb05/retriever_results.csv)]
              
              Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)

Need help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.

LLM
string
Retriever
string
Submitted By
string
Scaffold
null
Accuracy (%)
float64
Recall (%)
float64
Search Calls
float64
Calibration Error (%)
string
Model Size (B)
string
Open Weights?
string
LLM Link
string
Retriever Link
string
Evaluation Date
string
Submittor Link
null
Accuracy (GPT-4.1 Judge)
string
GPT-4.1
BM25
BrowseComp-Plus
null
15.3
16.42
10.35
68.52
-
No
https://openai.com/index/gpt-4-1/
http://trec.nist.gov/pubs/trec3/papers/city.ps.gz
Aug 8, 2025
null
14.58
GPT-4.1
Qwen3-Embed-8B
BrowseComp-Plus
null
36.39
36.89
8.67
53.79
-
No
https://openai.com/index/gpt-4-1/
https://arxiv.org/abs/2506.05176
Aug 8, 2025
null
35.42
o3
BM25
BrowseComp-Plus
null
50.48
56.64
25.93
14.48
-
No
https://openai.com/index/introducing-o3-and-o4-mini/
http://trec.nist.gov/pubs/trec3/papers/city.ps.gz
Aug 8, 2025
null
49.28
o3
Qwen3-Embed-8B
BrowseComp-Plus
null
65.9
73.24
23.97
19.68
-
No
https://openai.com/index/introducing-o3-and-o4-mini/
https://arxiv.org/abs/2506.05176
Aug 8, 2025
null
63.49
Sonnet 4
BM25
BrowseComp-Plus
null
14.7
21.31
9.95
28.78
-
No
https://www.anthropic.com/news/claude-4
http://trec.nist.gov/pubs/trec3/papers/city.ps.gz
Aug 8, 2025
null
14.34
Sonnet 4
Qwen3-Embed-8B
BrowseComp-Plus
null
37.35
47.33
9.03
24.84
-
No
https://www.anthropic.com/news/claude-4
https://arxiv.org/abs/2506.05176
Aug 8, 2025
null
36.75
Opus 4
BM25
BrowseComp-Plus
null
15.54
22.96
11.22
22.30
-
No
https://www.anthropic.com/news/claude-4
http://trec.nist.gov/pubs/trec3/papers/city.ps.gz
Aug 8, 2025
null
15.54
Opus 4
Qwen3-Embed-8B
BrowseComp-Plus
null
36.75
50.84
10.24
12.33
-
No
https://www.anthropic.com/news/claude-4
https://arxiv.org/abs/2506.05176
Aug 8, 2025
null
36.14
Gemini 2.5 Flash
BM25
BrowseComp-Plus
null
16.27
21.45
10.56
28.51
-
No
https://arxiv.org/abs/2507.06261
http://trec.nist.gov/pubs/trec3/papers/city.ps.gz
Aug 8, 2025
null
15.54
Gemini 2.5 Flash
Qwen3-Embed-8B
BrowseComp-Plus
null
34.58
40.19
9.77
20.42
-
No
https://arxiv.org/abs/2507.06261
https://arxiv.org/abs/2506.05176
Aug 8, 2025
null
33.01
Gemini 2.5 Pro
BM25
BrowseComp-Plus
null
19.88
22.81
7.44
52.45
-
No
https://arxiv.org/abs/2507.06261
http://trec.nist.gov/pubs/trec3/papers/city.ps.gz
Aug 8, 2025
null
19.04
Gemini 2.5 Pro
Qwen3-Embed-8B
BrowseComp-Plus
null
29.52
35.31
6.04
44.25
-
No
https://arxiv.org/abs/2507.06261
https://arxiv.org/abs/2506.05176
Aug 8, 2025
null
28.67
Qwen3-32B
BM25
BrowseComp-Plus
null
3.61
3.12
0.92
58.17
32
Yes
https://arxiv.org/abs/2505.09388
http://trec.nist.gov/pubs/trec3/papers/city.ps.gz
Aug 8, 2025
null
3.49
Qwen3-32B
Qwen3-Embed-0.6B
BrowseComp-Plus
null
4.22
3.45
0.91
61.20
32
Yes
https://arxiv.org/abs/2505.09388
https://arxiv.org/abs/2506.05176
Aug 8, 2025
null
4.10
Qwen3-32B
Qwen3-Embed-4B
BrowseComp-Plus
null
8.07
6.2
0.89
61.17
32
Yes
https://arxiv.org/abs/2505.09388
https://arxiv.org/abs/2506.05176
Aug 8, 2025
null
7.83
Qwen3-32B
Qwen3-Embed-8B
BrowseComp-Plus
null
10.72
7.8
0.94
58.88
32
Yes
https://arxiv.org/abs/2505.09388
https://arxiv.org/abs/2506.05176
Aug 8, 2025
null
10.36
Qwen3-32B
ReasonIR
BrowseComp-Plus
null
9.28
7.59
0.91
56.08
32
Yes
https://arxiv.org/abs/2505.09388
https://arxiv.org/abs/2504.20595
Aug 8, 2025
null
9.16
SearchR1-32B
BM25
BrowseComp-Plus
null
4.11
2.61
1.78
-
32
Yes
https://arxiv.org/abs/2505.15117
http://trec.nist.gov/pubs/trec3/papers/city.ps.gz
Aug 8, 2025
null
3.86
SearchR1-32B
Qwen3-Embed-0.6B
BrowseComp-Plus
null
6.02
5.3
1.73
-
32
Yes
https://arxiv.org/abs/2505.15117
https://arxiv.org/abs/2506.05176
Aug 8, 2025
null
5.66
SearchR1-32B
Qwen3-Embed-4B
BrowseComp-Plus
null
9.28
7.9
1.68
-
32
Yes
https://arxiv.org/abs/2505.15117
https://arxiv.org/abs/2506.05176
Aug 8, 2025
null
9.40
SearchR1-32B
Qwen3-Embed-8B
BrowseComp-Plus
null
11.08
10.17
1.69
-
32
Yes
https://arxiv.org/abs/2505.15117
https://arxiv.org/abs/2506.05176
Aug 8, 2025
null
10.36
SearchR1-32B
ReasonIR
BrowseComp-Plus
null
9.31
8.37
1.74
-
32
Yes
https://arxiv.org/abs/2505.15117
https://arxiv.org/abs/2504.20595
Aug 8, 2025
null
9.43
oss-20b-low
BM25
BrowseComp-Plus
null
3.99
5.36
1.89
41.56
20
Yes
https://openai.com/index/introducing-gpt-oss/
http://trec.nist.gov/pubs/trec3/papers/city.ps.gz
Aug 8, 2025
null
4.11
oss-20b-low
Qwen3-Embed-8B
BrowseComp-Plus
null
14.1
17.37
1.87
36.17
20
Yes
https://openai.com/index/introducing-gpt-oss/
https://arxiv.org/abs/2506.05176
Aug 8, 2025
null
13.37
oss-20b-medium
BM25
BrowseComp-Plus
null
16.87
21.96
13.72
41.19
20
Yes
https://openai.com/index/introducing-gpt-oss/
http://trec.nist.gov/pubs/trec3/papers/city.ps.gz
Aug 8, 2025
null
16.39
oss-20b-medium
Qwen3-Embed-8B
BrowseComp-Plus
null
30.48
41.31
13.64
35.49
20
Yes
https://openai.com/index/introducing-gpt-oss/
https://arxiv.org/abs/2506.05176
Aug 8, 2025
null
29.88
oss-20b-high
BM25
BrowseComp-Plus
null
21.45
31.98
26.87
33.08
20
Yes
https://openai.com/index/introducing-gpt-oss/
http://trec.nist.gov/pubs/trec3/papers/city.ps.gz
Aug 8, 2025
null
21.08
oss-20b-high
Qwen3-Embed-8B
BrowseComp-Plus
null
35.06
49.29
23.87
27.69
20
Yes
https://openai.com/index/introducing-gpt-oss/
https://arxiv.org/abs/2506.05176
Aug 8, 2025
null
34.58
oss-120b-low
BM25
BrowseComp-Plus
null
9.76
8.54
2.06
43.70
120
Yes
https://openai.com/index/introducing-gpt-oss/
http://trec.nist.gov/pubs/trec3/papers/city.ps.gz
Aug 8, 2025
null
9.52
oss-120b-low
Qwen3-Embed-8B
BrowseComp-Plus
null
25.54
22.5
2.21
40.37
120
Yes
https://openai.com/index/introducing-gpt-oss/
https://arxiv.org/abs/2506.05176
Aug 8, 2025
null
24.94
oss-120b-medium
BM25
BrowseComp-Plus
null
24.58
27.02
9.73
45.70
120
Yes
https://openai.com/index/introducing-gpt-oss/
http://trec.nist.gov/pubs/trec3/papers/city.ps.gz
Aug 8, 2025
null
23.73
oss-120b-medium
Qwen3-Embed-8B
BrowseComp-Plus
null
38.55
43.45
9.64
41.63
120
Yes
https://openai.com/index/introducing-gpt-oss/
https://arxiv.org/abs/2506.05176
Aug 8, 2025
null
37.59
oss-120b-high
BM25
BrowseComp-Plus
null
29.16
35.5
19.45
45.92
120
Yes
https://openai.com/index/introducing-gpt-oss/
http://trec.nist.gov/pubs/trec3/papers/city.ps.gz
Aug 8, 2025
null
28.67
oss-120b-high
Qwen3-Embed-8B
BrowseComp-Plus
null
44.1
52.63
18.35
39.32
120
Yes
https://openai.com/index/introducing-gpt-oss/
https://arxiv.org/abs/2506.05176
Aug 8, 2025
null
42.89
GPT-5
BM25
BrowseComp-Plus
null
57.59
61.7
23.23
12.63
-
No
https://openai.com/index/introducing-gpt-5/
http://trec.nist.gov/pubs/trec3/papers/city.ps.gz
Aug 8, 2025
null
55.90
GPT-5
Qwen3-Embed-8B
BrowseComp-Plus
null
71.69
78.98
21.74
9.58
-
No
https://openai.com/index/introducing-gpt-5/
https://arxiv.org/abs/2506.05176
Aug 8, 2025
null
70.12
kimi-k2-0711-preview
BM25
BrowseComp-Plus
null
14.58
15.43
14.9
69.41
1000
Yes
https://moonshotai.github.io/Kimi-K2/
http://trec.nist.gov/pubs/trec3/papers/city.ps.gz
Aug 16, 2025
null
13.49
kimi-k2-0711-preview
Qwen3-Embed-8B
BrowseComp-Plus
null
35.42
38.38
11.22
53.51
1000
Yes
https://moonshotai.github.io/Kimi-K2/
https://arxiv.org/abs/2506.05176
Aug 16, 2025
null
34.22
DeepSeek-R1-0528
BM25
BrowseComp-Plus
null
8.56
7.58
2.71
62.47
685
Yes
https://api-docs.deepseek.com/news/news250528
http://trec.nist.gov/pubs/trec3/papers/city.ps.gz
Aug 16, 2025
null
8.44
DeepSeek-R1-0528
Qwen3-Embed-8B
BrowseComp-Plus
null
16.39
16.32
2.72
57.66
685
Yes
https://api-docs.deepseek.com/news/news250528
https://arxiv.org/abs/2506.05176
Aug 16, 2025
null
16.02
WebSailor-32B
BM25
BrowseComp-Plus
null
12.05
12
8.76
-
32
Yes
https://arxiv.org/pdf/2507.02592
http://trec.nist.gov/pubs/trec3/papers/city.ps.gz
Sep 28, 2025
null
11.20
WebSailor-32B
Qwen3-Embed-8B
BrowseComp-Plus
null
27.59
29.3
8
-
32
Yes
https://arxiv.org/pdf/2507.02592
https://arxiv.org/abs/2506.05176
Sep 28, 2025
null
25.78
Tongyi-DeepResearch-30B-A3B
BM25
BrowseComp-Plus
null
33.98
46.83
32.92
-
30
Yes
https://tongyi-agent.github.io/blog/introducing-tongyi-deep-research/
http://trec.nist.gov/pubs/trec3/papers/city.ps.gz
Sep 28, 2025
null
33.37
Tongyi-DeepResearch-30B-A3B
Qwen3-Embed-8B
BrowseComp-Plus
null
44.46
62.32
30.37
-
30
Yes
https://tongyi-agent.github.io/blog/introducing-tongyi-deep-research/
https://arxiv.org/abs/2506.05176
Sep 28, 2025
null
44.10
FrugalRAG-Qwen7B
Qwen3-Embed-8B
FrugalRAG
null
20.46
23.57
7.95
73.67
7
No
https://arxiv.org/abs/2507.07634
https://arxiv.org/abs/2506.05176
Sep 22, 2025
null
-
GLM-4.6
BM25
BrowseComp-Plus
null
27.74
34.98
29.71
37.12
357
Yes
https://docs.z.ai/guides/llm/glm-4.6
http://trec.nist.gov/pubs/trec3/papers/city.ps.gz
Oct 13, 2025
null
-
GLM-4.6
Qwen3-Embed-8B
BrowseComp-Plus
null
48.19
57.72
25.6
26.3
357
Yes
https://docs.z.ai/guides/llm/glm-4.6
https://arxiv.org/abs/2506.05176
Oct 13, 2025
null
-
Gemini 2.5 Flash
Mixedbread Search
Mixedbread
null
39.88
42.78
8.3
24.61
-
No
https://openai.com/index/introducing-gpt-5/
https://www.mixedbread.com/
Oct 22, 2025
null
38.19
GPT-5
Mixedbread Search
Mixedbread
null
74.1
80.29
21.22
11
-
No
https://openai.com/index/introducing-gpt-5/
https://www.mixedbread.com/
Oct 22, 2025
null
73.25
oss-120b-high
BM25
BrowseComp-Plus
null
29.16
35.5
19.45
45.92
120
Yes
https://openai.com/index/introducing-gpt-oss/
http://trec.nist.gov/pubs/trec3/papers/city.ps.gz
Aug 8, 2025
null
28.67
GPT-5
Mixedbread Search
Agentica
null
78.41
48.85
44.67
7.92
-
No
https://openai.com/index/introducing-gpt-5/
https://www.mixedbread.com/
Dec 11, 2025
null
77.11
oss-120b-high
BM25
BrowseComp-Plus
null
43.61
58.38
46.51
36.82
120
Yes
https://openai.com/index/introducing-gpt-oss/
http://trec.nist.gov/pubs/trec3/papers/city.ps.gz
Dec 31, 2025
null
null
oss-120b-high
Qwen3-Embed-8B
BrowseComp-Plus
null
56.99
74.7
41.86
29.05
120
Yes
https://openai.com/index/introducing-gpt-oss/
https://arxiv.org/abs/2506.05176
Dec 31, 2025
null
null
GLM-4.7
BM25
BrowseComp-Plus
null
33.25
45.97
41.55
16.9
358
Yes
https://z.ai/blog/glm-4.7
http://trec.nist.gov/pubs/trec3/papers/city.ps.gz
Dec 26, 2025
null
null
GLM-4.7
Qwen3-Embed-8B
BrowseComp-Plus
null
50.18
68.69
35.32
13.2
358
Yes
https://z.ai/blog/glm-4.7
https://arxiv.org/abs/2506.05176
Dec 26, 2025
null
null
Tongyi-DeepResearch-30B-A3B
BM25
BrowseComp-Plus
null
36.87
43.02
17.91
-
30
Yes
https://tongyi-agent.github.io/blog/introducing-tongyi-deep-research/
http://trec.nist.gov/pubs/trec3/papers/city.ps.gz
Dec 27, 2025
null
null
Tongyi-DeepResearch-30B-A3B
Qwen3-Embed-8B
BrowseComp-Plus
null
51.93
60.51
17.14
-
30
Yes
https://tongyi-agent.github.io/blog/introducing-tongyi-deep-research/
https://arxiv.org/abs/2506.05176
Dec 27, 2025
null
null
GPT-5-mini
openJiuwen-deepsearch
openJiuwen
null
80
54.51
6.05
18.82
-
No
https://openai.com/index/introducing-gpt-5/
https://openjiuwen.com/
Nov 26, 2025
null
null
OpenResearcher
Qwen3-Embed-8B
OpenResearcher
null
60.92
75.77
41
27.59
30
Yes
https://github.com/TIGER-AI-Lab/OpenResearcher
https://arxiv.org/abs/2506.05176
Feb 12, 2026
null
null
SearchAgent-Zero
Qwen3-Embed-8B
SearchAgent-Zero
null
37.95
50.87
38.47
58.06
8
Yes
https://github.com/NLPJCL/SearchAgent-Zero
https://arxiv.org/abs/2506.05176
Feb 24, 2026
null
null
Afficher plus17 marsStructured experimental results into CSV format with consistent field mappingStructured experimental results into CSV format with consistent field mappingHere are the CSV rows. I've used the same LLM links as existing entries
left the new retriever links blank (fill in when available)
and used the scaffold column to distinguish "with get" variants:
null
null
null
null
null
null
null
null
null
null
null
null
oss-120b-high
GTE-ModernColBERT
LightOn
null
55.66
66.94
17.51
31.02
120
Yes
https://openai.com/index/introducing-gpt-oss/
https://huggingface.co/lightonai/GTE-ModernColBERT-v1
March 16, 2026
null
oss-120b-high
GTE-ModernColBERT
LightOn
null
58.92
57.99
13.29
32.84
120
Yes
https://openai.com/index/introducing-gpt-oss/
https://huggingface.co/lightonai/GTE-ModernColBERT-v1
March 16, 2026
null
null
oss-120b-high
Reason-ModernColBERT
LightOn
null
59.04
68.64
18.87
null
120
Yes
https://openai.com/index/introducing-gpt-oss/
https://huggingface.co/lightonai/Reason-ModernColBERT
March 16, 2026
null
null
oss-120b-high
Reason-ModernColBERT
LightOn
null
61.2
60.84
13.87
32.45
120
Yes
https://openai.com/index/introducing-gpt-oss/
https://huggingface.co/lightonai/Reason-ModernColBERT
March 16, 2026
null
null
GPT-5
Reason-ModernColBERT
LightOn
null
79.52
83.52
19.31
7.46
-
No
https://openai.com/index/introducing-gpt-5/
https://huggingface.co/lightonai/Reason-ModernColBERT
March 16, 2026
null
null
GPT-5
Reason-ModernColBERT
LightOn
null
87.59
81.55
13.27
6.07
-
No
https://openai.com/index/introducing-gpt-5/
https://huggingface.co/lightonai/Reason-ModernColBERT
March 16, 2026
null
null
null
BM25
BrowseComp-Plus
null
null
null
null
null
null
null
null
null
Aug 8, 2025
null
null
null
JinaColBERT-v2
BrowseComp-Plus
null
null
null
null
null
null
null
null
null
Sep 28, 2025
null
null
null
Qwen3-0.6B
BrowseComp-Plus
null
null
null
null
null
null
null
null
null
Aug 8, 2025
null
null
null
Qwen3-4B
BrowseComp-Plus
null
null
null
null
null
null
null
null
null
Aug 8, 2025
null
null
null
Qwen3-8B
BrowseComp-Plus
null
null
null
null
null
null
null
null
null
Aug 8, 2025
null
null
null
ReasonIR-8B
BrowseComp-Plus
null
null
null
null
null
null
null
null
null
Aug 8, 2025
null
null

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