| model,model_display,family,model_type,accuracy,auc,auprc,ece |
| VisionFM-Fundus,VisionFM,cv,cv_ophthalmo,0.849,0.862,0.711,0.153 |
| facebook/dinov2-large,DINOv2-L,cv,cv_general,0.808,0.842,0.627,0.216 |
| facebook/dinov3-vitl16-pretrain-lvd1689m,DINOv3-L,cv,cv_general,0.809,0.83,0.635,0.213 |
| google/medgemma-4b-it,MedGemma 4B,mllm,mllm_medical,0.781,0.818,0.629,0.215 |
| google/medgemma-1.5-4b-it,MedGemma 1.5 4B,mllm,mllm_medical,0.79,0.816,0.668,0.181 |
| google/vit-large-patch16-224,ViT-L/16,cv,cv_general,0.791,0.812,0.59,0.198 |
| FLAIR,FLAIR,vlm,vlm_ophthalmo,0.795,0.802,0.604,0.185 |
| RET-CLIP,RET-CLIP,vlm,vlm_ophthalmo,0.748,0.785,0.603,0.18 |
| google/medgemma-27b-it,MedGemma 27B,mllm,mllm_medical,0.803,0.777,0.628,0.187 |
| google/medsiglip-448,MedSigLIP,vlm,vlm_general,0.773,0.745,0.548,0.165 |
| Qwen/Qwen3-VL-8B-Instruct,Qwen3-VL-8B,mllm,mllm_general,0.594,0.733,0.527,0.359 |
| YukunZhou/RETFound_mae_natureCFP,RETFound CFP,cv,cv_ophthalmo,0.697,0.714,0.431,0.22 |
| YukunZhou/RETFound_mae_shanghai,RETFound MAE SH,cv,cv_ophthalmo,0.695,0.704,0.44,0.223 |
| YukunZhou/RETFound_mae_natureOCT,RETFound OCT,cv,cv_ophthalmo,0.694,0.698,0.412,0.203 |
| YukunZhou/RETFound_mae_meh,RETFound MAE MEH,cv,cv_ophthalmo,0.675,0.688,0.423,0.234 |
| google/siglip2-base-patch16-224,SigLIP2-B,vlm,vlm_general,0.685,0.666,0.414,0.263 |
| openai/clip-vit-base-patch32,CLIP-B/32,vlm,vlm_general,0.573,0.656,0.412,0.286 |
| google/gemma-3-27b-it,Gemma-3-27B,mllm,mllm_general,0.427,0.648,0.392,0.568 |
| llava-hf/llama3-llava-next-8b-hf,LLaVA-NeXT-8B,mllm,mllm_general,0.703,0.593,0.352,0.238 |
| EyeCLIP,EyeCLIP,vlm,vlm_ophthalmo,0.556,0.543,0.272,0.268 |
| YukunZhou/RETFound_dinov2_shanghai,RETFound DINOv2 SH,cv,cv_ophthalmo,0.76,0.5,0.24,0.291 |
| YukunZhou/RETFound_dinov2_meh,RETFound DINOv2 MEH,cv,cv_ophthalmo,0.76,0.5,0.24,0.291 |
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