Image Classification on ImageNet-1K (Error Rate and ECE Metrics)
18.93Error RateT&A
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| T&AModel=ViT-B/16, Configuration=Base2025.06 | 18.93 | 5.54 | 5.61 | 5.54 | |
| T&AModel=ViT-B/16, Configuration=+PB2025.06 | 18.93 | 5.54 | 5.61 | 5.55 | |
| UncalModel=ViT-B/16, Configuration=Base2025.06 | 18.94 | 5.33 | 5.54 | 5.6 | |
| UncalModel=ViT-B/16, Configuration=+PB2025.06 | 18.94 | 5.55 | 5.54 | 5.6 | |
| TSModel=ViT-B/16, Configuration=Base2025.06 | 18.94 | 3.72 | 4.16 | 3.77 | |
| TSModel=ViT-B/16, Configuration=+PB2025.06 | 18.94 | 3.7 | 4.14 | 3.75 | |
| IBTS/PTSModel=ViT-B/16, Configuration=Base2025.06 | 18.94 | 3.52 | 3.57 | 3.56 | |
| IBTS/PTSModel=ViT-B/16, Configuration=+PB2025.06 | 18.94 | 3.27 | 3.45 | 3.31 | |
| ETSModel=ViT-B/16, Configuration=Base2025.06 | 18.94 | 3.72 | 4.16 | 3.77 | |
| ETSModel=ViT-B/16, Configuration=+PB2025.06 | 18.94 | 3.69 | 4.13 | 3.73 | |
| NCModel=ViT-B/16, Configuration=Base2025.06 | 18.94 | 3.7 | 4.16 | 3.76 | |
| NCModel=ViT-B/16, Configuration=+PB2025.06 | 18.94 | 3.44 | 4.13 | 3.72 | |
| FCModel=ViT-B/162025.06 | 18.94 | 5.54 | 5.55 | 5.61 | |
| DPBModel=ViT-B/162025.06 | 19.03 | 7.69 | 7.69 | 7.69 | |
| DirModel=ViT-B/16, Configuration=Base2025.06 | 19.17 | 5 | 5.1 | 5.07 | |
| DirModel=ViT-B/16, Configuration=+PB2025.06 | 19.18 | 4.38 | 5.28 | 4.74 |