Finding Classification on EXT-Chest-CT (OOD)
89.06AUROCJolia (Ours)
Evaluation Results
| Method | Links | |
|---|---|---|
| Jolia (Ours)Probing=Linear2026.06 | 89.06 | |
| Pillar-0-ChestProbing=Linear2026.06 | 88.94 | |
| Pillar-0-BestProbing=Linear2026.06 | 88.94 | |
| Jolia - [CLS]Probing=Linear2026.06 | 87.91 | |
| CLIP BaselineProbing=Linear2026.06 | 87.53 | |
| SPECTREProbing=Linear2026.06 | 86.09 | |
| Pillar-0-AbdProbing=Linear2026.06 | 84.26 | |
| COLIPRIProbing=Linear2026.06 | 82.81 | |
| MerlinProbing=Linear2026.06 | 81.55 | |
| CT-FMProbing=Linear2026.06 | 79.65 | |
| fVLMProbing=Linear2026.06 | 79.65 | |
| CT-CLIPProbing=Linear2026.06 | 79.4 |