| task,method_group,auc,auprc,accuracy,ece |
| binary_dr,"cv linear_probing |
| domain_specialized",0.69,0.537,0.72,0.206 |
| binary_dr,"cv linear_probing |
| general",0.867,0.782,0.813,0.188 |
| binary_dr,"mllm base |
| domain_specialized",0.868,0.707,0.791,0.194 |
| binary_dr,"mllm base |
| general",0.685,0.457,0.521,0.435 |
| binary_dr,"vlm linear_probing |
| domain_specialized",0.814,0.702,0.78,0.151 |
| binary_dr,"vlm zero_shot |
| domain_specialized",0.698,0.522,0.747,0.215 |
| binary_dr,"vlm linear_probing |
| general",0.865,0.784,0.819,0.179 |
| binary_dr,"vlm zero_shot |
| general",0.547,0.346,0.477,0.311 |
| glaucoma,"cv linear_probing |
| domain_specialized",0.591,0.312,0.707,0.263 |
| glaucoma,"cv linear_probing |
| general",0.742,0.471,0.712,0.259 |
| glaucoma,"mllm base |
| domain_specialized",0.656,0.47,0.816,0.176 |
| glaucoma,"mllm base |
| general",0.63,0.418,0.73,0.259 |
| glaucoma,"vlm linear_probing |
| domain_specialized",0.719,0.527,0.721,0.23 |
| glaucoma,"vlm zero_shot |
| domain_specialized",0.541,0.266,0.757,0.162 |
| glaucoma,"vlm linear_probing |
| general",0.745,0.474,0.717,0.248 |
| glaucoma,"vlm zero_shot |
| general",0.488,0.226,0.516,0.317 |
| referable_dr,"cv linear_probing |
| domain_specialized",0.697,0.363,0.765,0.233 |
| referable_dr,"cv linear_probing |
| general",0.85,0.556,0.858,0.194 |
| referable_dr,"mllm base |
| domain_specialized",0.844,0.7,0.775,0.208 |
| referable_dr,"mllm base |
| general",0.651,0.393,0.517,0.433 |
| referable_dr,"vlm linear_probing |
| domain_specialized",0.77,0.528,0.776,0.178 |
| referable_dr,"vlm zero_shot |
| domain_specialized",0.672,0.36,0.44,0.322 |
| referable_dr,"vlm linear_probing |
| general",0.853,0.544,0.845,0.189 |
| referable_dr,"vlm zero_shot |
| general",0.596,0.314,0.654,0.209 |
|
|
