Image Classification on CIFAR-10 (test) (Accuracy and Calibration Metrics)
85.67AccuracyDIRECTOR
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| DIRECTOR#params=2.70M2026.02 | 85.67 | 9.67 | 6.94 | 23.54 | |
| DiTRole=Student, #params=2.70M2026.02 | 84.77 | 11.93 | 10.26 | 26.55 | |
| ViT (7 layers)Role=Teacher, #params=6.27M2026.02 | 83.84 | 12.51 | 10.91 | 28.03 | |
| ViT (3 layers)Role=Student, #params=2.75M2026.02 | 82.2 | 10.92 | 7.9 | 28.58 |