Image Classification on RESISC45, SVHN Unseen Tasks (test)
98.85RESISC45 AccuracyIndividual
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| IndividualBackbone=ViT-L/142025.12 | 98.85 | 98.11 | 98.48 | |
| IndividualBackbone=ViT-B/322025.12 | 98.22 | 97.46 | 97.84 | |
| DTS-T*Backbone=ViT-L/142025.12 | 72.98 | 71.95 | 72.47 | |
| DTS-TBackbone=ViT-L/142025.12 | 72.9 | 71.8 | 72.35 | |
| DTS-D*Backbone=ViT-L/142025.12 | 72.75 | 72.69 | 72.72 | |
| DTS-DBackbone=ViT-L/142025.12 | 72.58 | 72.01 | 72.3 | |
| DAREBackbone=ViT-L/142025.12 | 71.87 | 65.8 | 68.84 | |
| SVDBackbone=ViT-L/142025.12 | 71.33 | 58.45 | 64.89 | |
| T-SwitchBackbone=ViT-L/142025.12 | 71.33 | 58.45 | 64.89 | |
| Fisher-MergingBackbone=ViT-L/142025.12 | 70.55 | 64.75 | 67.65 | |
| Task-ArithmeticBackbone=ViT-L/142025.12 | 69.02 | 69.89 | 69.46 | |
| Twin-MergingBackbone=ViT-L/142025.12 | 69.02 | 69.89 | 69.46 | |
| TALL-MaskBackbone=ViT-L/142025.12 | 69.02 | 69.89 | 69.46 | |
| Ties-MergingBackbone=ViT-L/142025.12 | 66 | 72.32 | 69.16 | |
| AdaMergingBackbone=ViT-L/142025.12 | 64.18 | 78.57 | 71.38 | |
| DTS-D*Backbone=ViT-B/322025.12 | 61.42 | 49.57 | 55.5 | |
| WEMOEBackbone=ViT-L/142025.12 | 61.36 | 76.58 | 68.97 | |
| DTS-TBackbone=ViT-B/322025.12 | 61.35 | 49.11 | 55.23 | |
| DTS-T*Backbone=ViT-B/322025.12 | 61.32 | 48.92 | 55.12 | |
| DTS-DBackbone=ViT-B/322025.12 | 60.91 | 49.91 | 55.41 | |
| SVDBackbone=ViT-B/322025.12 | 60.6 | 23.5 | 42.05 | |
| T-SwitchBackbone=ViT-B/322025.12 | 60.6 | 23.5 | 42.05 | |
| Ties-MergingBackbone=ViT-B/322025.12 | 60.36 | 47.34 | 53.85 | |
| Fisher-MergingBackbone=ViT-B/322025.12 | 60.25 | 42.51 | 51.38 | |
| EMR-MergingBackbone=ViT-L/142025.12 | 60.03 | 70.6 | 65.32 | |
| RegMeanBackbone=ViT-L/142025.12 | 59.94 | 75.52 | 67.73 | |
| Task-ArithmeticBackbone=ViT-B/322025.12 | 52.43 | 45.27 | 48.85 | |
| Twin-MergingBackbone=ViT-B/322025.12 | 52.43 | 45.27 | 48.85 | |
| TALL-MaskBackbone=ViT-B/322025.12 | 52.43 | 45.27 | 48.85 | |
| DAREBackbone=ViT-B/322025.12 | 51.6 | 49.36 | 50.48 | |
| RegMeanBackbone=ViT-B/322025.12 | 50.22 | 51.5 | 50.86 | |
| AdaMergingBackbone=ViT-B/322025.12 | 48.75 | 60.72 | 54.74 | |
| WEMOEBackbone=ViT-B/322025.12 | 47.39 | 51.37 | 49.38 | |
| EMR-MergingBackbone=ViT-B/322025.12 | 28.95 | 49.8 | 39.38 |