update readme and add evaluation results

README.md

@@ -47,14 +47,15 @@ tags:
 ## News
 
 <!-- news:start -->
+- **2026-09-12:** Added evaluation results for GLM-5.3-Flash.
 - **2026-08-27:** Added evaluation results for NaviDC-OCR.
 - **2026-08-08:** Added evaluation results for Kimi-K2.5、Kimi-K2.6、Doubao-Seed-2.1-Pro、MonkeyOCRv2-S-Parsing、MonkeyOCRv2-B-Parsing and OvisOCR2.
-- **2026-06-18:** Real5-OmniDocBench was accepted to ECCV 2026. 🎉
 
 
 <details>
 <summary><strong>Earlier updates</strong></summary>
 
+- **2026-06-18:** Real5-OmniDocBench was accepted to ECCV 2026. 🎉
 - **2026-05-28:** Added evaluation results for PaddleOCR-VL-1.6 and MinerU2.5-Pro.
 - **2026-03-05:** Released the [paper](https://arxiv.org/abs/2603.04205) and added results for DeepSeek-OCR 2 and GLM-OCR.
 - **2026-01-28:** Released the dataset and benchmark.
@@ -75,6 +76,7 @@ Higher is better for ↑ metrics and lower is better for ↓ metrics. Best resul
 | **PaddleOCR-VL-1.6** | Specialized VLMs | 0.9B | **93.19** | **94.74** | **92.48** | <u>92.78</u> | **93.28** | **92.66** |
 | <u>OvisOCR2</u> | Specialized VLMs | 0.9B | <u>92.29</u> | <u>93.77</u> | <u>91.40</u> | **93.09** | <u>92.88</u> | 90.33 |
 | PaddleOCR-VL-1.5 | Specialized VLMs | 0.9B | 92.05 | 93.43 | 91.25 | 91.76 | 92.16 | <u>91.66</u> |
+| GLM-5.3-Flash | General VLMs | 321B | 90.76 | 91.43 | 89.84 | 90.36 | 91.40 | 90.76 |
 | NaviDC-OCR | Specialized VLMs | 1.2B | 90.72 | 92.33 | 90.63 | 89.09 | 90.90 | 90.63 |
 | GLM-OCR | Specialized VLMs | 0.9B | 90.32 | 92.67 | 90.68 | 91.75 | 91.12 | 85.39 |
 | Kimi-K2.6 | General VLMs | 1.1T | 89.76 | 90.08 | 89.62 | 89.58 | 89.91 | 89.61 |
@@ -119,6 +121,7 @@ Higher is better for ↑ metrics and lower is better for ↓ metrics. Best resul
 | NaviDC-OCR | Specialized VLMs | 1.2B | 92.33 | 0.045 | 88.26 | 93.26 | <u>0.039</u> |
 | PaddleOCR-VL | Specialized VLMs | 0.9B | 92.11 | 0.039 | 90.35 | 89.90 | 0.048 |
 | MinerU2.5-pro | Specialized VLMs | 1.2B | 92.11 | 0.040 | 89.77 | 90.57 | 0.043 |
+| GLM-5.3-Flash | General VLMs | 321B | 91.43 | 0.056 | 89.46 | 90.44 | 0.056 |
 | Kimi-K2.6 | General VLMs | 1.1T | 90.08 | 0.062 | 89.02 | 85.77 | 0.072 |
 | MinerU2.5 | Specialized VLMs | 1.2B | 90.06 | 0.052 | 88.22 | 87.16 | 0.050 |
 | Kimi-K2.5 | General VLMs | 1.1T | 89.67 | 0.060 | 88.67 | 86.31 | 0.079 |
@@ -155,6 +158,7 @@ Higher is better for ↑ metrics and lower is better for ↓ metrics. Best resul
 | GLM-OCR | Specialized VLMs | 0.9B | 90.68 | 0.071 | 90.30 | 88.78 | 0.100 |
 | NaviDC-OCR | Specialized VLMs | 1.2B | 90.63 | 0.062 | 89.14 | 88.93 | **0.051** |
 | Qwen3-VL-235B | General VLMs | 235B | 89.99 | <u>0.051</u> | 89.06 | 85.95 | 0.064 |
+| GLM-5.3-Flash | General VLMs | 321B | 89.84 | 0.143 | 85.45 | 83.12 | 0.131 |
 | MonkeyOCRv2-B-Parsing | Specialized VLMs | 0.7B | 89.70 | 0.058 | 87.50 | 87.39 | <u>0.052</u> |
 | Kimi-K2.6 | General VLMs | 1.1T | 89.62 | 0.073 | <u>91.18</u> | 85.02 | 0.079 |
 | Doubao-Seed-2.1-Pro | General VLMs | - | 89.36 | 0.087 | 87.74 | 89.03 | 0.095 |
@@ -191,6 +195,7 @@ Higher is better for ↑ metrics and lower is better for ↓ metrics. Best resul
 | PaddleOCR-VL-1.5 | Specialized VLMs | 0.9B | 91.76 | <u>0.050</u> | <u>90.88</u> | 89.38 | 0.059 |
 | GLM-OCR | Specialized VLMs | 0.9B | 91.75 | 0.063 | 89.83 | 91.66 | 0.070 |
 | MinerU2.5-pro | Specialized VLMs | 1.2B | 91.29 | <u>0.050</u> | 87.41 | 91.44 | **0.044** |
+| GLM-5.3-Flash | General VLMs | 321B | 90.36 | 0.099 | 90.43 | 88.93 | 0.087 |
 | Kimi-K2.6 | General VLMs | 1.1T | 89.58 | 0.073 | 90.10 | 85.49 | 0.077 |
 | MinerU2.5 | Specialized VLMs | 1.2B | 89.41 | 0.062 | 87.55 | 86.83 | 0.053 |
 | Qwen3-VL-235B | General VLMs | 235B | 89.27 | 0.068 | 88.72 | 85.85 | 0.071 |
@@ -226,6 +231,7 @@ Higher is better for ↑ metrics and lower is better for ↓ metrics. Best resul
 | **PaddleOCR-VL-1.6** | Specialized VLMs | 0.9B | **93.28** | **0.042** | **92.61** | <u>91.48</u> | 0.051 |
 | <u>OvisOCR2</u> | Specialized VLMs | 0.9B | <u>92.88</u> | <u>0.043</u> | 91.18 | **91.72** | **0.040** |
 | PaddleOCR-VL-1.5 | Specialized VLMs | 0.9B | 92.16 | 0.046 | <u>91.80</u> | 89.33 | 0.051 |
+| GLM-5.3-Flash | General VLMs | 321B | 91.40 | 0.067 | 89.30 | 90.12 | 0.065 |
 | MinerU2.5-pro | Specialized VLMs | 1.2B | 91.31 | 0.050 | 88.15 | 90.76 | 0.052 |
 | GLM-OCR | Specialized VLMs | 0.9B | 91.12 | 0.059 | 91.02 | 88.20 | 0.071 |
 | NaviDC-OCR | Specialized VLMs | 1.2B | 90.90 | 0.055 | 87.27 | 90.91 | <u>0.045</u> |
@@ -262,6 +268,7 @@ Higher is better for ↑ metrics and lower is better for ↓ metrics. Best resul
 | --- | --- | :---: | :---: | :---: | :---: | :---: | :---: |
 | **PaddleOCR-VL-1.6** | Specialized VLMs | 0.9B | **92.66** | **0.045** | **91.44** | **91.04** | 0.058 |
 | <u>PaddleOCR-VL-1.5</u> | Specialized VLMs | 0.9B | <u>91.66</u> | <u>0.047</u> | <u>91.00</u> | 88.69 | 0.061 |
+| GLM-5.3-Flash | General VLMs | 321B | 90.76 | 0.112 | 88.11 | 81.15 | 0.110 |
 | NaviDC-OCR | Specialized VLMs | 1.2B | 90.63 | 0.054 | 87.15 | <u>90.10</u> | **0.042** |
 | OvisOCR2 | Specialized VLMs | 0.9B | 90.33 | 0.048 | 90.58 | 85.23 | <u>0.048</u> |
 | MonkeyOCRv2-B-Parsing | Specialized VLMs | 0.7B | 89.97 | 0.051 | 88.10 | 86.88 | 0.051 |