Finding Classification on EXT-Abd-CT (OOD)
77.39AUROCJolia (Ours)
Evaluation Results
| Method | Links | |
|---|---|---|
| Jolia (Ours)Probing=Linear2026.06 | 77.39 | |
| Jolia - [CLS]Probing=Linear2026.06 | 75.64 | |
| SPECTREProbing=Linear2026.06 | 75.39 | |
| Pillar-0-AbdProbing=Linear2026.06 | 75.31 | |
| Pillar-0-BestProbing=Linear2026.06 | 75.31 | |
| CLIP BaselineProbing=Linear2026.06 | 75.01 | |
| MerlinProbing=Linear2026.06 | 72.75 | |
| Pillar-0-ChestProbing=Linear2026.06 | 69.13 | |
| COLIPRIProbing=Linear2026.06 | 66.46 | |
| CT-FMProbing=Linear2026.06 | 64.16 | |
| CT-CLIPProbing=Linear2026.06 | 60.76 | |
| fVLMProbing=Linear2026.06 | 60.45 |