Knowledge Reranking on INQUIRE Rerank
37.1AP@50 (Appearance)BIOCAP
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| BIOCAPBackbone=ViT-B/16, Zero-shot=true2025.10 | 37.1 | 33.6 | 37 | 43 | |
| SigLIPBackbone=ViT-B/16, Zero-shot=true2025.10 | 34.6 | 37.2 | 41.4 | 36.2 | |
| CLIPBackbone=ViT-B/16, Zero-shot=true2025.10 | 30.8 | 32.9 | 37.2 | 37.1 | |
| FG-CLIPBackbone=ViT-B/16, Zero-shot=true2025.10 | 28.8 | 31.1 | 32.5 | 41 | |
| BioTrove-CLIPBackbone=ViT-B/16, Zero-shot=true2025.10 | 28.5 | 22.2 | 30.5 | 39.5 | |
| BIOCLIPBackbone=ViT-B/16, Zero-shot=true2025.10 | 27.4 | 27.2 | 30.8 | 41.1 |