Medical Image Classification on Breast
93AccuracyCLAREoracle
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| CLAREoracleBackbone=Pixtral (12B)2025.08 | 93 | 90 | |
| CLAREBackbone=Pixtral (12B)2025.08 | 90 | 87 | |
| FT RAGBackbone=Pixtral (12B)2025.08 | 88 | 85 | |
| CLARE + PDistBackbone=Pixtral (12B)2025.08 | 88 | 84 | |
| CLAREBackbone=Qwen2-vl (7B)2025.08 | 87 | 84 | |
| CLAREoracleBackbone=Qwen2-vl (7B)2025.08 | 87 | 84 | |
| CLARE + PDistBackbone=Qwen2-vl (7B)2025.08 | 86 | 83 | |
| MMed-RAGBackbone=LLaVA (7B)2025.08 | 85 | 84 | |
| FT RAGBackbone=Qwen2-vl (7B)2025.08 | 85 | 82 | |
| RADBackbone=Pixtral (12B)2025.08 | 85 | 80 | |
| RADBackbone=Qwen2-vl (7B)2025.08 | 84 | 79 | |
| ReaderBackbone=Qwen2-vl (7B)2025.08 | 83 | 77 | |
| ReaderBackbone=Pixtral (12B)2025.08 | 82 | 77 |