Medical Image Classification on Retina
69AccuracyCLAREoracle
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CLAREoracleBackbone=Qwen2-vl (7B)2025.08 | 69 | 51 | |
| CLAREBackbone=Qwen2-vl (7B)2025.08 | 65 | 50 | |
| MMed-RAGBackbone=LLaVA (7B)2025.08 | 63 | 46 | |
| CLARE + PDistBackbone=Qwen2-vl (7B)2025.08 | 63 | 49 | |
| CLAREoracleBackbone=Pixtral (12B)2025.08 | 63 | 54 | |
| FT RAGBackbone=Qwen2-vl (7B)2025.08 | 62 | 48 | |
| ReaderBackbone=Qwen2-vl (7B)2025.08 | 60 | 44 | |
| CLARE + PDistBackbone=Pixtral (12B)2025.08 | 60 | 47 | |
| CLAREBackbone=Pixtral (12B)2025.08 | 60 | 51 | |
| FT RAGBackbone=Pixtral (12B)2025.08 | 57 | 47 | |
| RADBackbone=Pixtral (12B)2025.08 | 56 | 41 | |
| RADBackbone=Qwen2-vl (7B)2025.08 | 55 | 40 | |
| ReaderBackbone=Pixtral (12B)2025.08 | 55 | 44 |