Diagnosis on CT-RATE internal (test)
84.4AUCCT-DiagVLM
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| CT-DiagVLMSetting=Zero-shot2026.06 | 84.4 | 78.1 | 80.3 | 45.2 | |
| Base ModelSetting=Zero-shot2026.06 | 79.3 | 74.6 | 77.3 | 41.9 | |
| ViSD-BoostSetting=Zero-shot2026.06 | 79 | 73.1 | 75.9 | 38.7 | |
| COLIPRISetting=Zero-shot2026.06 | 77.8 | 70.2 | 75.2 | — | |
| fVLMSetting=Zero-shot2026.06 | 77.8 | 71.8 | 75.1 | 37.9 | |
| HLIPSetting=Zero-shot2026.06 | 77.7 | 71.4 | 74.7 | 37.9 | |
| CT-LiProSetting=Zero-shot2026.06 | 76.1 | 69.1 | 72.6 | 34.3 | |
| CT-VocabFineSetting=Zero-shot2026.06 | 76 | 70.4 | 73.8 | 35.6 | |
| CT-CLIPSetting=Zero-shot2026.06 | 73.3 | 66.9 | 70.8 | 32.6 | |
| MerlinSetting=Zero-shot2026.06 | 72.8 | 67.2 | 70.9 | 33.7 | |
| BIUDSetting=Zero-shot2026.06 | 71.3 | 68.1 | 71.6 | 33.8 | |
| SupervisedSetting=Zero-shot2026.06 | 60.3 | 58.1 | 63.2 | 24 | |
| RandomSetting=Zero-shot2026.06 | 50.5 | 50.2 | 57 | 18 |