FOCUS-Retinal-Benchmark / data /model_inventory.csv
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family,model_type,model,method
cv,cv_general,facebook/dinov2-large,linear_probing
cv,cv_general,facebook/dinov3-vitl16-pretrain-lvd1689m,linear_probing
cv,cv_general,google/vit-large-patch16-224,linear_probing
cv,cv_ophthalmo,VisionFM-Fundus,linear_probing
cv,cv_ophthalmo,YukunZhou/RETFound_dinov2_meh,linear_probing
cv,cv_ophthalmo,YukunZhou/RETFound_dinov2_shanghai,linear_probing
cv,cv_ophthalmo,YukunZhou/RETFound_mae_meh,linear_probing
cv,cv_ophthalmo,YukunZhou/RETFound_mae_natureCFP,linear_probing
cv,cv_ophthalmo,YukunZhou/RETFound_mae_natureOCT,linear_probing
cv,cv_ophthalmo,YukunZhou/RETFound_mae_shanghai,linear_probing
mllm,mllm_general,Qwen/Qwen3-VL-8B-Instruct,base
mllm,mllm_general,google/gemma-3-27b-it,base
mllm,mllm_general,llava-hf/llama3-llava-next-8b-hf,base
mllm,mllm_medical,google/medgemma-1.5-4b-it,base
mllm,mllm_medical,google/medgemma-27b-it,base
mllm,mllm_medical,google/medgemma-4b-it,base
vlm,vlm_general,google/medsiglip-448,linear_probing
vlm,vlm_general,google/medsiglip-448,zero_shot
vlm,vlm_general,google/siglip2-base-patch16-224,linear_probing
vlm,vlm_general,google/siglip2-base-patch16-224,zero_shot
vlm,vlm_general,openai/clip-vit-base-patch32,linear_probing
vlm,vlm_general,openai/clip-vit-base-patch32,zero_shot
vlm,vlm_ophthalmo,EyeCLIP,linear_probing
vlm,vlm_ophthalmo,EyeCLIP,zero_shot
vlm,vlm_ophthalmo,FLAIR,linear_probing
vlm,vlm_ophthalmo,FLAIR,zero_shot
vlm,vlm_ophthalmo,RET-CLIP,linear_probing
vlm,vlm_ophthalmo,RET-CLIP,zero_shot