Medical Image Classification on Derma
85AccuracyCLAREoracle
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| CLAREoracleBackbone=Qwen2-vl (7B)2025.08 | 85 | 64 | |
| CLAREoracleBackbone=Pixtral (12B)2025.08 | 83 | 67 | |
| CLARE + PDistBackbone=Pixtral (12B)2025.08 | 80 | 62 | |
| CLAREBackbone=Pixtral (12B)2025.08 | 80 | 62 | |
| MedVInT-TD2025.08 | 80 | — | |
| CLAREBackbone=Pixtral2025.08 | 80 | — | |
| FT RAGBackbone=Pixtral (12B)2025.08 | 79 | 60 | |
| MMed-RAGBackbone=LLaVA-Med2025.08 | 79 | — | |
| MedVInT-TE2025.08 | 78 | — | |
| CLAREBackbone=Qwen2-vl (7B)2025.08 | 76 | 50 | |
| CLAREBackbone=Qwen2-vl2025.08 | 76 | — | |
| MMed-RAGBackbone=LLaVA (7B)2025.08 | 75 | 30 | |
| ReaderBackbone=Pixtral (12B)2025.08 | 75 | 52 | |
| RADBackbone=Pixtral (12B)2025.08 | 75 | 47 | |
| CLARE + PDistBackbone=Qwen2-vl (7B)2025.08 | 73 | 47 | |
| FT RAGBackbone=Qwen2-vl (7B)2025.08 | 71 | 42 | |
| ReaderBackbone=Qwen2-vl (7B)2025.08 | 68 | 27 | |
| RADBackbone=Qwen2-vl (7B)2025.08 | 43 | 34 |