Image Retrieval on Marqo Fashion200K
82.7MRRNaiLIA (full)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| NaiLIA (full)w/xpal=Y2026.03 | 82.7 | 74.6 | 96.9 | |
| NaiLIA (description-only)w/xpal=N2026.03 | 82 | 73.8 | 96.3 | |
| BLIP-2w/xpal=N2026.03 | 75.3 | 65.2 | 94.9 | |
| SigLIPw/xpal=N2026.03 | 71.9 | 60.3 | 93.1 | |
| BEiT-3w/xpal=N2026.03 | 66.2 | 52.8 | 90.9 | |
| FAME-ViLw/xpal=N2026.03 | 65.3 | 51.9 | 90.5 | |
| Long-CLIPw/xpal=N2026.03 | 63 | 49.1 | 89.2 | |
| CLIPw/xpal=N2026.03 | 61.7 | 47.6 | 88.8 | |
| FashionViLw/xpal=N2026.03 | 61.7 | 47.3 | 89.1 | |
| Alpha-CLIPw/xpal=N2026.03 | 59.8 | 45.5 | 87.4 | |
| LamRAw/xpal=N2026.03 | 33.3 | 22.6 | 57.1 |