Image Classification on CIFAR-10 (test) (Accuracy, Calibration, and Uncertainty)
87.06AccuracyDIRECTOR
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| DIRECTORbase_architecture=KEP-7/72026.02 | 87.06 | 2.57 | 88.6 | 61.74 | 8.42 | 5.96 | 21.11 | |
| DIRECTORbase_architecture=KEP-1/72026.02 | 86.51 | 2.78 | 88.28 | 61.85 | 8.61 | 6.11 | 21.9 | |
| DIRECTORbase_architecture=ViT2026.02 | 85.67 | 3.1 | 87.9 | 61.92 | 9.67 | 6.94 | 23.54 | |
| KEP-1/7architecture=KEP-1/72026.02 | 84.52 | 3.52 | 87.52 | 65.14 | 10.93 | 8.21 | 25.8 | |
| ViTarchitecture=ViT2026.02 | 83.84 | 4.05 | 86.42 | 67.13 | 12.51 | 10.91 | 28.03 | |
| KEP-7/7architecture=KEP-7/72026.02 | 82.68 | 4.46 | 85.71 | 66.9 | 6.95 | 5.89 | 25.9 |