Image Retrieval on NAIL-STAR
67.6MRRNaiLIA (full)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| NaiLIA (full)w/xpal=Y2026.03 | 67.6 | 56.4 | 88 | |
| NaiLIA (description-only)w/xpal=N2026.03 | 61 | 49.5 | 83.4 | |
| SigLIPw/xpal=N2026.03 | 58.8 | 47.5 | 82.1 | |
| BEiT-3w/xpal=N2026.03 | 53.9 | 40.6 | 79.8 | |
| FAME-ViLw/xpal=N2026.03 | 45.1 | 31.7 | 71.8 | |
| LamRAw/xpal=N2026.03 | 43.9 | 35.1 | 61.1 | |
| BLIP-2w/xpal=N2026.03 | 33.3 | 20.8 | 58.7 | |
| Alpha-CLIPw/xpal=N2026.03 | 27.1 | 16.1 | 50.3 | |
| CLIPw/xpal=N2026.03 | 25.2 | 15.5 | 44.4 | |
| Long-CLIPw/xpal=N2026.03 | 23.3 | 13 | 45 | |
| FashionViLw/xpal=N2026.03 | 20.8 | 11.1 | 40.9 |