Pathological Visual Question Answering on PathMMU (test)
78.32Atlas ScorePatho-AgenticRAG
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Patho-AgenticRAGModel=Patho-AgenticRAG2025.08 | 78.32 | 70.96 | 53.16 | 69.69 | 71.06 | |
| Patho-R1-7BModel=Patho-R1-7B2025.08 | 75.34 | 66.43 | 45.4 | 66.06 | 67.93 | |
| InternVL3-8BModel=InternVL3-8B2025.08 | 54.07 | 50.8 | 39.09 | 54.04 | 53.32 | |
| Llama-3.2V-11B-cotModel=Llama-3.2V-11B-cot, Reasoning Strategy=CoT2025.08 | 51.81 | 45.45 | 30.76 | 48.15 | 46.1 | |
| InternVL2.5-8BModel=InternVL2.5-8B2025.08 | 50.06 | 50.62 | 32.84 | 50.02 | 50.87 | |
| InternVL2-8BModel=InternVL2-8B2025.08 | 43.68 | 44.86 | 23.77 | 44.56 | 45.4 | |
| Qwen2.5VL-7BModel=Qwen2.5VL-7B2025.08 | 41.18 | 43.2 | 24.82 | 42.77 | 39.67 | |
| Llama-3.2-11B-VIModel=Llama-3.2-11B-VI2025.08 | 41.05 | 37.49 | 26.72 | 38.82 | 39.21 | |
| LLaVA-Onevision-7BModel=LLaVA-Onevision-7B2025.08 | 21.65 | 21.27 | 12.01 | 27.77 | 21.25 |