Image Classification on SUN Attribute (test)
61.7U ScorePSVMA
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| PSVMABackbone=ViT-Base, Learning Approach=Embedding2025.03 | 61.7 | — | 45.3 | 52.3 | |
| VSPCNBackbone=ViT-Base, Learning Approach=Embedding2025.03 | 59.4 | 75.3 | 49.1 | 53.8 | |
| ZSCLRBackbone=ResNet-101, Learning Approach=Embedding2025.03 | 52.8 | 66.3 | 45.3 | 48.7 | |
| TransZeroBackbone=ResNet-101, Learning Approach=Embedding2025.03 | 52.6 | 65.6 | 33.4 | 40.8 | |
| DAZLEBackbone=ResNet-101, Learning Approach=Embedding2025.03 | 52.3 | 59.4 | 24.3 | 33.2 | |
| MSDNBackbone=ResNet-101, Learning Approach=Embedding2025.03 | 52.2 | 65.8 | 34.2 | 41.3 | |
| VS-BoostBackbone=ResNet-101, Learning Approach=Generative2025.03 | 49.2 | — | 37.4 | 42.5 | |
| CE-GZSLBackbone=ResNet-101, Learning Approach=Generative2025.03 | 48.8 | 63.3 | 38.6 | 43.1 | |
| HSVABackbone=ResNet-101, Learning Approach=Generative2025.03 | 48.6 | 63.8 | 39 | 43.3 | |
| IEAM-ZSLBackbone=ViT-Large, Learning Approach=Embedding2025.03 | 48.2 | — | 54.7 | 51.3 | |
| DPPNBackbone=ResNet-101, Learning Approach=Embedding2025.03 | 47.9 | — | 35.8 | 41 | |
| FREEBackbone=ResNet-101, Learning Approach=Generative2025.03 | 47.4 | — | 37.2 | 41.7 | |
| ZSLViTBackbone=ViT-Base, Learning Approach=Embedding2025.03 | 45.9 | 68.3 | 48.4 | 47.3 | |
| DUETBackbone=ViT-Base, Learning Approach=Embedding2025.03 | 45.7 | 64.4 | 45.8 | 45.8 | |
| ICISBackbone=ResNet-101, Learning Approach=Embedding2025.03 | 45.2 | 51.8 | 25.6 | 32.7 | |
| LsrGANBackbone=ResNet-101, Learning Approach=Generative2025.03 | 44.8 | 62.5 | 37.7 | 40.9 | |
| ViT-ZSLBackbone=ViT-Large, Learning Approach=Embedding2025.03 | 44.5 | — | 55.3 | 49.3 | |
| APNBackbone=ResNet-101, Learning Approach=Embedding2025.03 | 41.9 | 61.6 | 34 | 37.6 | |
| GEM-ZSLBackbone=ResNet-101, Learning Approach=Embedding2025.03 | 38.1 | 62.8 | 35.7 | 36.9 |