Image Classification on GTS
93.24AccuracyOurs (T*cn)
Evaluation Results
| Method | Links | |
|---|---|---|
| Ours (T*cn)Backbone=SwinT, Training Scenario=FT2025.04 | 93.24 | |
| Ours (T*csgcn)Backbone=ResNet50, Training Scenario=FT2025.04 | 92.94 | |
| T = sqrt(M)Backbone=SwinT, Training Scenario=FT2025.04 | 92.78 | |
| Ours (T*csg)Backbone=SwinT, Training Scenario=FT2025.04 | 92.6 | |
| Ours (T*)Backbone=SwinT, Training Scenario=FT2025.04 | 92.49 | |
| Ours (T*)Backbone=ResNet50, Training Scenario=FT2025.04 | 92.43 | |
| Ours (T*csg)Backbone=ResNet50, Training Scenario=FT2025.04 | 92.39 | |
| Ours (T*cn)Backbone=ResNet50, Training Scenario=FT2025.04 | 92.29 | |
| Ours (T*csgcn)Backbone=ResNet50, Training Scenario=init2025.04 | 92.18 | |
| Ours (T*csgcn)Backbone=SwinT, Training Scenario=FT2025.04 | 92.13 | |
| Ours (T*cn)Backbone=ResNet50, Training Scenario=init2025.04 | 92.01 | |
| Insert LNBackbone=ResNet50, Training Scenario=FT2025.04 | 91.84 | |
| Insert LNBackbone=SwinT, Training Scenario=FT2025.04 | 91.03 | |
| T = 1Backbone=SwinT, Training Scenario=FT2025.04 | 89.64 | |
| T = 1Backbone=ResNet50, Training Scenario=FT2025.04 | 89.14 | |
| T = sqrt(M)Backbone=ResNet50, Training Scenario=init2025.04 | 88.69 | |
| T = sqrt(M)Backbone=ResNet50, Training Scenario=FT2025.04 | 87.96 | |
| Ours (T*csg)Backbone=ResNet50, Training Scenario=init2025.04 | 87.56 | |
| Ours (T*)Backbone=ResNet50, Training Scenario=init2025.04 | 87.26 | |
| Insert LNBackbone=ResNet50, Training Scenario=init2025.04 | 71.56 | |
| T = 1Backbone=ResNet50, Training Scenario=init2025.04 | 70.16 |