Composed Visual Retrieval on Multi-Turn FashionIQ (test)
48.3Recall@5 (Dresses)FashionNTM
Evaluation Results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| FashionNTMZero-Shot=false2026.04 | 48.3 | 52.8 | 43.8 | 48.8 | 45.1 | 49.8 | 45.7 | 50.4 | 48.1 | |
| UniCVR (Stage II)Zero-Shot=true2026.04 | 43.1 | 49.5 | 59.5 | 65.1 | 61.3 | 67 | 54.6 | 60.5 | 57.6 | |
| UniCVR (Stage I)Zero-Shot=true2026.04 | 39.5 | 47 | 54.6 | 61.5 | 58.8 | 65.1 | 51 | 57.9 | 54.5 | |
| CFIRZero-Shot=false2026.04 | 29.8 | 33.5 | 30.5 | 34.1 | 29.4 | 33.6 | 30.3 | 33.4 | 31.9 | |
| IRRZero-Shot=false2026.04 | 26.8 | 31.2 | 25.8 | 30.4 | 27.1 | 31.7 | 25.2 | 29.2 | 27.2 | |
| Dialog ManagerZero-Shot=false2026.04 | 12.7 | 16.7 | 13.9 | 17.7 | 11.6 | 15.8 | 13.1 | 15.2 | 14.2 |