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Update README.md
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README.md
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@@ -152,6 +152,38 @@ We evaluated several of the latest popular MLLMs, including both closed-source a
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| *Random* | - | - | 0.2500 | 0.2500 | 0.2500 |
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## 📖 Citation
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our paper coming soon ...
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| *Random* | - | - | 0.2500 | 0.2500 | 0.2500 |
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We also conducted separate evaluations for different task types.
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| Moldel | think | Weight | UpdateTime | Type0 | Type1 | Type2 | Type3 | Type4 | Type5 |
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| ---- |:----:|:----:|:----:|:----:|:----:|:----:|:----:|:----:|:----:|
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| GPT-5(high) | √ | Proprietary | 20250807 | 0.9313 | **0.9444** | **0.9527** | 0.9167 | **0.9661** | 0.8358 |
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| Gemini-2.5-Pro | √ | Proprietary | 20250617 | 0.9331 | 0.9246 | 0.9459 | **0.9491** | 0.9322 | 0.6343 |
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| GPT-5(medium) | √ | Proprietary | 20250807 | **0.9349** | 0.9325 | 0.9493 | 0.9167 | 0.9492 | 0.7761 |
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| Qwen3-VL-235BA22B-Think | √ | Open | - | 0.9190 | 0.9405 | 0.9459 | 0.9213 | 0.9322 | **0.8433** |
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| GPT-5-mini | √ | Proprietary | 20250807 | 0.9225 | 0.9325 | 0.9257 | 0.9259 | 0.9831 | 0.7388 |
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| Seed1.5-VL-Think | √ | Proprietary | 20250428 | 0.8996 | 0.9365 | 0.9358 | 0.9074 | 0.9153 | 0.8060 |
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| GPT o3 | √ | Proprietary | 20250416 | 0.9313 | 0.9325 | 0.9223 | 0.8981 | 0.9492 | 0.7090 |
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| GPT o4 mini | √ | Proprietary | 20250416 | 0.6391 | 0.7302 | 0.7500 | 0.6667 | 0.6271 | 0.4627 |
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| InternVL3.5-241B-A28B | √ | Open | - | 0.8944 | 0.9127 | 0.9291 | 0.9167 | 0.9153 | 0.8134 |
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| Intern-S1 | √ | Open | - | 0.9014 | 0.9127 | 0.9223 | 0.9028 | 0.8814 | 0.7463 |
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| Qwen3-VL-Plus | × | Proprietary | 20250923 | 0.8275 | 0.8968 | 0.8986 | 0.8565 | 0.9153 | 0.7687 |
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| Seed1.5-VL | × | Proprietary | 20250328 | 0.9327 | 0.9127 | 0.9122 | 0.8472 | 0.8305 | 0.7015 |
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| Qwen3-VL-235BA22B-Instruct | × | Open | - | 0.8204 | 0.8929 | 0.8986 | 0.8426 | 0.8814 | 0.7761 |
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| InternVL3-78b | × | Open | - | 0.8556 | 0.8730 | 0.8885 | 0.8981 | 0.9153 | 0.6194 |
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| Intern-S1-mini | √ | Open | - | 0.8239 | 0.8690 | 0.8547 | 0.8611 | 0.8475 | 0.6791 |
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| GLM-4.1V-9B-Thinking | √ | Open | - | 0.8433 | 0.8690 | 0.8649 | 0.8657 | 0.8814 | 0.6493 |
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| Qwen2.5-VL-72B | × | Open | - | 0.8063 | 0.8063 | 0.8770 | 0.9088 | 0.8102 | 0.9322 | 0.7090 |
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| Qwen2.5-VL-Max | × | Proprietary | 20250813 | 0.7958 | 0.8571 | 0.8885 | 0.8194 | 0.8983 | 0.6642 |
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| GPT-5-nano | √ | Proprietary | 20250807 | 0.8063 | 0.8452 | 0.8311 | 0.8241 | 0.7797 | 0.5672 |
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| Qwen2.5-VL-32B | × | Open | - | 0.7729 | 0.8413 | 0.8750 | 0.8009 | 0.8305 | 0.6418 |
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| Gemini-2.5-Flash | √ | Proprietary | 20250617 | 0.7799 | 0.6111 | 0.6757 | 0.6620 | 0.7627 | 0.5373 |
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| GPT-4o | × | Proprietary | 20240806 | 0.7359 | 0.8175 | 0.7973 | 0.7500 | 0.7627 | 0.5224 |
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| Qwen2.5-VL-7b | × | Open | - | 0.6678 | 0.7659 | 0.8041 | 0.7130 | 0.6441 | 0.5373 |
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| Qwen2.5-VL-3b | × | Open | - | 0.6426 | 0.7381 | 0.7635 | 0.6898 | 0.6610 | 0.4776 |
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| GPT-4o mini | × | Proprietary | 20240718 | 0.6391 | 0.7302 | 0.7500 | 0.6667 | 0.6271 | 0.4627 |
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| Deepseek-VL2 | × | Open | - | 0.4120 | 0.5040 | 0.4899 | 0.4907 | 0.3729 | 0.3060 |
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## 📖 Citation
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our paper coming soon ...
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