Pathological Visual Question Answering on PathMMU tiny (test)
81.73Atlas ScorePatho-R1-7B
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Patho-R1-7BModel=Patho-R1-7B2025.08 | 81.73 | 75.29 | 44.63 | 72.24 | 67.89 | |
| Patho-AgenticRAGModel=Patho-AgenticRAG2025.08 | 79.33 | 76.47 | 57.22 | 72.24 | 74.7 | |
| InternVL3-8BModel=InternVL3-8B2025.08 | 58.17 | 54.9 | 42.94 | 57.65 | 60.55 | |
| InternVL2.5-8BModel=InternVL2.5-8B2025.08 | 51.44 | 50.59 | 29.38 | 55.87 | 57.8 | |
| Llama-3.2V-11B-cotModel=Llama-3.2V-11B-cot, Reasoning Strategy=CoT2025.08 | 49.04 | 47.06 | 29.94 | 53.38 | 45.41 | |
| InternVL2-8BModel=InternVL2-8B2025.08 | 46.63 | 50.59 | 21.47 | 49.11 | 51.38 | |
| Llama-3.2-11B-VIModel=Llama-3.2-11B-VI2025.08 | 45.19 | 38.04 | 29.38 | 39.5 | 41.74 | |
| Qwen2.5VL-7BModel=Qwen2.5VL-7B2025.08 | 44.23 | 49.41 | 24.86 | 44.84 | 40.83 | |
| LLaVA-Onevision-7BModel=LLaVA-Onevision-7B2025.08 | 31.25 | 21.18 | 13.56 | 31.32 | 18.35 |