Classification on RSI-CB 128x128 (test)
98.07AccuracyBarlow Twins
Evaluation results
| Method | Links | |
|---|---|---|
| Barlow TwinsBackbone=ResNet-50, Evaluation Protocol=Linear probing2023.06 | 98.07 | |
| RemoteCLIPBackbone=ViT-Base, Evaluation Protocol=Linear probing2023.06 | 98.02 | |
| VICRegBackbone=ResNet-50, Evaluation Protocol=Linear probing2023.06 | 97.47 | |
| CLIPBackbone=ViT-Base, Evaluation Protocol=Linear probing2023.06 | 97.36 | |
| ImageNetBackbone=ViT-Base, Evaluation Protocol=Linear probing2023.06 | 96.45 | |
| RemoteCLIPBackbone=ResNet-50, Evaluation Protocol=Linear probing2023.06 | 96.06 | |
| VICRegBackbone=ResNet-50, Evaluation Protocol=k-NN2023.06 | 96.03 | |
| CLIP-CLBackbone=ResNet-50, Evaluation Protocol=Linear probing2023.06 | 95.99 | |
| Barlow TwinsBackbone=ResNet-50, Evaluation Protocol=k-NN2023.06 | 95.91 | |
| RemoteCLIPBackbone=ViT-Base, Evaluation Protocol=k-NN2023.06 | 95.82 | |
| ImageNetBackbone=ResNet-50, Evaluation Protocol=Linear probing2023.06 | 95.69 | |
| ViTAEBackbone=ViTAE, Evaluation Protocol=k-NN2023.06 | 95.65 | |
| SwAVBackbone=ResNet-50, Evaluation Protocol=k-NN2023.06 | 95.61 | |
| SwAVBackbone=ResNet-50, Evaluation Protocol=Linear probing2023.06 | 95.27 | |
| CLIP-CLBackbone=ResNet-50, Evaluation Protocol=k-NN2023.06 | 94.92 | |
| CLIPBackbone=ResNet-50, Evaluation Protocol=Linear probing2023.06 | 94.89 | |
| RemoteCLIPBackbone=ResNet-50, Evaluation Protocol=k-NN2023.06 | 94.78 | |
| CLIPBackbone=ViT-Base, Evaluation Protocol=k-NN2023.06 | 94.17 | |
| CLIPBackbone=ResNet-50, Evaluation Protocol=k-NN2023.06 | 94.05 | |
| ImageNetBackbone=ResNet-50, Evaluation Protocol=k-NN2023.06 | 93.24 | |
| ViTAEBackbone=ViTAE, Evaluation Protocol=Linear probing2023.06 | 93.1 | |
| ImageNetBackbone=ViT-Base, Evaluation Protocol=k-NN2023.06 | 91.29 |