Composed Image Retrieval on Fashion-IQ Toptee (val)
50.48Recall@10LinCIR
Evaluation results
| Method | Links | ||
|---|---|---|---|
| LinCIRBackbone=ViT-G/14, Training-free=false2026.02 | 50.48 | 71.09 | |
| WISERBackbone=ViT-G/14, Training-free=true2026.02 | 49.21 | 66.96 | |
| WISERBackbone=ViT-B/32, Training-free=true2026.02 | 46.97 | 62.32 | |
| WISERBackbone=ViT-L/14, Training-free=true2026.02 | 45.39 | 61.5 | |
| CoTMRBackbone=ViT-G/14, Training-free=true2026.02 | 41.9 | 64.3 | |
| OSrCIRBackbone=ViT-G/14, Training-free=true2026.02 | 41.04 | 61.83 | |
| CoTMRBackbone=ViT-L/14, Training-free=true2026.02 | 38.55 | 61.33 | |
| CoTMRBackbone=ViT-B/32, Training-free=true2026.02 | 38.4 | 61.14 | |
| AutoCIRBackbone=ViT-G/14, Training-free=true2026.02 | 37.28 | 60.38 | |
| OSrCIRBackbone=ViT-L/14, Training-free=true2026.02 | 36.92 | 59.27 | |
| OSrCIRBackbone=ViT-B/32, Training-free=true2026.02 | 36.51 | 58.71 | |
| CIReVLBackbone=ViT-G/14, Training-free=true2026.02 | 35.8 | 56.14 | |
| LDREBackbone=ViT-G/14, Training-free=true2026.02 | 35.42 | 56.67 | |
| AutoCIRBackbone=ViT-B/32, Training-free=true2026.02 | 33.96 | 56.09 | |
| MOABackbone=ViT-L/14, Training-free=false2026.02 | 33.2 | 54.8 | |
| AutoCIRBackbone=ViT-L/14, Training-free=true2026.02 | 33.1 | 55.58 | |
| HITBackbone=ViT-L/14, Training-free=false2026.02 | 32.8 | 54.7 | |
| LDREBackbone=ViT-L/14, Training-free=true2026.02 | 31.57 | 53.64 | |
| CIReVLBackbone=ViT-L/14, Training-free=true2026.02 | 31.36 | 53.65 | |
| CIReVLBackbone=ViT-B/32, Training-free=true2026.02 | 31.21 | 53.85 | |
| SEARLEBackbone=ViT-L/14, Training-free=false2026.02 | 29.32 | 49.97 | |
| LinCIRBackbone=ViT-L/14, Training-free=false2026.02 | 28.81 | 50.18 | |
| LDREBackbone=ViT-B/32, Training-free=true2026.02 | 27.07 | 48.78 | |
| SEARLEBackbone=ViT-B/32, Training-free=false2026.02 | 25.7 | 46.46 | |
| PALAVRABackbone=ViT-B/32, Training-free=false2026.02 | 20.55 | 38.76 |