Image Classification on CIFAR-10 (test) (Accuracy and Calibration Suite)
87.06AccuracyDIRECTOR
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| DIRECTOR2026.02 | 87.06 | 2.57 | 88.6 | 61.74 | 8.42 | 5.96 | 21.11 | |
| KEP2026.02 | 84.52 | 3.52 | 87.52 | 65.14 | 10.93 | 8.21 | 25.8 | |
| MCD2026.02 | 84.06 | 8.65 | 86.51 | 66.15 | 9.47 | 8.36 | 25.45 | |
| TS2026.02 | 83.84 | 3.88 | 86.82 | 65.99 | 9.22 | 6.58 | 25.5 | |
| KFLLA2026.02 | 83.84 | 3.91 | 86.71 | 65.44 | 8.18 | 6.09 | 24.98 | |
| ViT2026.02 | 83.84 | 4.05 | 86.42 | 67.13 | 12.51 | 10.91 | 28.03 | |
| SV-DKL2026.02 | 83.23 | 4.39 | 85.94 | 66.96 | 11.64 | 9.85 | 27.97 | |
| SGPA2026.02 | 75.59 | 8.41 | 82.65 | 71.78 | 1.92 | 7.11 | 33.98 |