Multi-Target Retrieval on FashionIQ
45.5mAP@5SEARLE + SoFT
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| SEARLE + SoFTBackbone=ViT-L/14, SoFT parameter weight=1.02025.12 | 45.5 | 43.53 | 39.05 | 35.7 | |
| SEARLE + SoFTBackbone=ViT-L/14, SoFT parameter weight=0.92025.12 | 45.22 | 43.25 | 38.82 | 35.52 | |
| SEARLE + SoFTBackbone=ViT-L/14, SoFT parameter weight=0.72025.12 | 44.4 | 42.6 | 38.3 | 35.08 | |
| SEARLE + SoFTBackbone=ViT-L/14, SoFT parameter weight=0.52025.12 | 43.43 | 41.76 | 37.47 | 34.29 | |
| SEARLE + SoFTBackbone=ViT-L/14, SoFT parameter weight=0.32025.12 | 42.34 | 40.72 | 36.66 | 33.49 | |
| SEARLE + SoFTBackbone=ViT-L/14, SoFT parameter weight=0.12025.12 | 41.3 | 39.76 | 35.86 | 32.71 | |
| SEARLEBackbone=ViT-L/142025.12 | 40.78 | 39.36 | 35.51 | 32.34 | |
| CIReVL + SoFTBackbone=ViT-L/14, SoFT parameter weight=1.02025.12 | 27.14 | 27.04 | 25.34 | 23.49 | |
| CIReVL + SoFTBackbone=ViT-L/14, SoFT parameter weight=0.92025.12 | 26.57 | 26.56 | 24.94 | 23.09 | |
| CIReVL + SoFTBackbone=ViT-L/14, SoFT parameter weight=0.72025.12 | 25.66 | 25.66 | 24.19 | 22.41 | |
| CIReVL + SoFTBackbone=ViT-L/14, SoFT parameter weight=0.52025.12 | 24.83 | 24.85 | 23.46 | 21.73 | |
| CIReVL + SoFTBackbone=ViT-L/14, SoFT parameter weight=0.32025.12 | 24.07 | 24.22 | 22.95 | 21.27 | |
| CIReVL + SoFTBackbone=ViT-L/14, SoFT parameter weight=0.12025.12 | 23.22 | 23.56 | 22.28 | 20.75 | |
| CIReVLBackbone=ViT-L/142025.12 | 22.9 | 23.26 | 22.05 | 20.51 |