Image Classification on Places365 3-shot
33.17AccuracyLinear Probing
Evaluation results
| Method | Links | |
|---|---|---|
| Linear ProbingBackbone=Swin-L2025.03 | 33.17 | |
| SABackbone=Swin-L2025.03 | 31.87 | |
| SABackbone=ViT-Large, Shot-count=3-shot2025.03 | 30.92 | |
| Offsite TuningBackbone=Swin-L2025.03 | 29.66 | |
| Fine TuningBackbone=Swin-L2025.03 | 29.12 | |
| Split LearningBackbone=ViT-Large, Shot-count=3-shot2025.03 | 26.84 | |
| Linear ProbingBackbone=ViT-Large, Shot-count=3-shot2025.03 | 26.18 | |
| Split LearningBackbone=Swin-L2025.03 | 25.76 | |
| Offsite TuningBackbone=ViT-Large, Shot-count=3-shot2025.03 | 24.98 | |
| SABackbone=Deit-Base2025.03 | 21.7 | |
| Fine TuningBackbone=ViT-Large, Shot-count=3-shot2025.03 | 21.64 | |
| Linear ProbingBackbone=Deit-Base2025.03 | 19.13 | |
| Split LearningBackbone=Deit-Base2025.03 | 16.32 | |
| Offsite TuningBackbone=Deit-Base2025.03 | 15.64 | |
| Fine TuningBackbone=Deit-Base2025.03 | 15.28 | |
| LN-TUNEBackbone=Swin-L2025.03 | 4.32 | |
| LN-TUNEBackbone=ViT-Large, Shot-count=3-shot2025.03 | 1.59 | |
| LN-TUNEBackbone=Deit-Base2025.03 | 0.96 |