Prompt-image matching on Unseen drugs (test)
45.5Regorafenib Performance ScoreCP-CLIP
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| CP-CLIPBackbone=ViT-L/16, Representation type=descriptor, Zero-shot evaluation=true2026.06 | 45.5 | 44.5 | 40.8 | 53 | 52.3 | 44.8 | 29.5 | 44.8 | 44.4 | |
| CP-CLIPBackbone=ViT-B/16, Representation type=descriptor, Zero-shot evaluation=true2026.06 | 43.2 | 41.2 | 39.6 | 50.3 | 46.9 | 46.8 | 32.4 | 44.8 | 43.2 | |
| CP-CLIPBackbone=SigLIP-ViT-B/16, Representation type=descriptor, Zero-shot evaluation=true2026.06 | 37.8 | 42 | 32.3 | 50.3 | 51.5 | 48.8 | 30.3 | 38 | 41.4 | |
| CP-CLIPBackbone=ViT-B/16, Representation type=fingerprint, Zero-shot evaluation=true2026.06 | 29.7 | 22.2 | 37.5 | 46.8 | 46.1 | 42.9 | 21 | 42 | 36 | |
| CLIPBackbone=ViT-B/16, Zero-shot evaluation=true2026.06 | 20.7 | 20.58 | 28.9 | 36.01 | 37.7 | 32.8 | 17.4 | 34.6 | 28.6 | |
| SigLIPBackbone=ViT-B/16, Zero-shot evaluation=true2026.06 | 3.8 | 9.5 | 12.9 | 14.6 | 18.3 | 9 | 5.5 | 14.3 | 9.6 |