Medical Image Classification on BRSET
57AccuracyCLAREoracle
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| CLAREoracleBackbone=Pixtral (12B)2025.08 | 57 | 41 | |
| CLAREoracleBackbone=Qwen2-vl (7B)2025.08 | 52 | 41 | |
| CLAREBackbone=Pixtral (12B)2025.08 | 51 | 37 | |
| CLAREBackbone=Qwen2-vl (7B)2025.08 | 49 | 37 | |
| FT RAGBackbone=Qwen2-vl (7B)2025.08 | 48 | 27 | |
| CLARE + PDistBackbone=Qwen2-vl (7B)2025.08 | 47 | 29 | |
| RADBackbone=Pixtral (12B)2025.08 | 47 | 30 | |
| FT RAGBackbone=Pixtral (12B)2025.08 | 47 | 33 | |
| CLARE + PDistBackbone=Pixtral (12B)2025.08 | 45 | 35 | |
| ReaderBackbone=Pixtral (12B)2025.08 | 44 | 33 | |
| MMed-RAGBackbone=LLaVA (7B)2025.08 | 42 | 30 | |
| RADBackbone=Qwen2-vl (7B)2025.08 | 40 | 25 | |
| ReaderBackbone=Qwen2-vl (7B)2025.08 | 34 | 23 |