Image Classification on CIFAR-100 (Error Rate and Calibration)
22.86Error RateDir
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| DirModel=DenseNet-121, Configuration=Base2025.06 | 22.86 | 1.8 | 1.59 | 1.71 | |
| DirModel=DenseNet-121, Configuration=+PB2025.06 | 22.89 | 1.71 | 1.79 | 1.61 | |
| UncalModel=DenseNet-121, Configuration=Base2025.06 | 22.96 | 8.76 | 7.84 | 7.84 | |
| UncalModel=DenseNet-121, Configuration=+PB2025.06 | 22.96 | 5.6 | 6.6 | 5.98 | |
| TSModel=DenseNet-121, Configuration=Base2025.06 | 22.96 | 1.59 | 1.35 | 1.51 | |
| TSModel=DenseNet-121, Configuration=+PB2025.06 | 22.96 | 1.53 | 1.46 | 1.5 | |
| IBTS/PTSModel=DenseNet-121, Configuration=Base2025.06 | 22.96 | 1.39 | 1.27 | 1.28 | |
| IBTS/PTSModel=DenseNet-121, Configuration=+PB2025.06 | 22.96 | 1.49 | 1.36 | 1.4 | |
| ETSModel=DenseNet-121, Configuration=Base2025.06 | 22.96 | 1.64 | 1.48 | 1.62 | |
| ETSModel=DenseNet-121, Configuration=+PB2025.06 | 22.96 | 1.53 | 1.45 | 1.5 | |
| DPBModel=DenseNet-1212025.06 | 23.07 | 1.32 | 1.04 | 1.18 | |
| NCModel=DenseNet-121, Configuration=+PB2025.06 | 23.32 | 1.94 | 2.07 | 1.95 | |
| NCModel=DenseNet-121, Configuration=Base2025.06 | 23.33 | 2.19 | 1.98 | 2.06 | |
| T&AModel=DenseNet-121, Configuration=+PB2025.06 | 23.33 | 2.63 | 3.05 | 2.57 | |
| T&AModel=DenseNet-121, Configuration=Base2025.06 | 23.36 | 3.4 | 3.17 | 3.24 | |
| FCModel=DenseNet-1212025.06 | 23.63 | 4.43 | 4.29 | 4.34 |