Finding Classification on EXT-Chest-CT short zero-shot in-house taxonomy
0.7334AUROCCOLIPRI
Evaluation results
| Method | Links | |
|---|---|---|
| COLIPRIPrompt Type=short, Inference Mode=zero-shot, Zero-shot-specific text augmentation=true2026.06 | 0.7334 | |
| CLIP BaselinePrompt Type=short, Inference Mode=zero-shot2026.06 | 0.7285 | |
| JoliaPrompt Type=short, Inference Mode=zero-shot, Representation=[CLS]2026.06 | 0.7181 | |
| JoliaPrompt Type=short, Inference Mode=zero-shot2026.06 | 0.6934 | |
| Pillar-0-AbdPrompt Type=short, Inference Mode=zero-shot2026.06 | 0.6312 | |
| SPECTREPrompt Type=short, Inference Mode=zero-shot2026.06 | 0.597 | |
| CT-CLIPPrompt Type=short, Inference Mode=zero-shot2026.06 | 0.579 | |
| MerlinPrompt Type=short, Inference Mode=zero-shot2026.06 | 0.5685 | |
| Pillar-0-ChestPrompt Type=short, Inference Mode=zero-shot2026.06 | 0.4722 |