Finding Classification on EXT-Abd-CT (short zero-shot in-house taxonomy)
63.57AUROC (zero-shot)Jolia
Evaluation Results
| Method | Links | |
|---|---|---|
| JoliaPrompt Type=short, Inference Mode=zero-shot, Representation=[CLS]2026.06 | 63.57 | |
| Pillar-0-AbdPrompt Type=short, Inference Mode=zero-shot2026.06 | 63.54 | |
| MerlinPrompt Type=short, Inference Mode=zero-shot2026.06 | 63.46 | |
| COLIPRIPrompt Type=short, Inference Mode=zero-shot, Zero-shot-specific text augmentation=true2026.06 | 62.31 | |
| JoliaPrompt Type=short, Inference Mode=zero-shot2026.06 | 62.06 | |
| SPECTREPrompt Type=short, Inference Mode=zero-shot2026.06 | 60.9 | |
| CLIP BaselinePrompt Type=short, Inference Mode=zero-shot2026.06 | 60.4 | |
| Pillar-0-ChestPrompt Type=short, Inference Mode=zero-shot2026.06 | 56.34 | |
| CT-CLIPPrompt Type=short, Inference Mode=zero-shot2026.06 | 52 |