Image Classification on EMNIST Letters (test) (Corruption Robustness)
93.21Accuracy (Clean)CNN
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| CNNTraining status=After train, Training epochs=202026.05 | 93.21 | 93.21 | 3.84 | 31.51 | 91.01 | 82.34 | 67.98 | 3.85 | 3.84 | |
| Topology-guided HDCTraining status=After train, Training epochs=202026.05 | 89.37 | 89.25 | 50.8 | 40.06 | 87.22 | 82.11 | 69.97 | 5.12 | 5.08 | |
| Topology-guided HDCTraining status=Before train2026.05 | 75.38 | 75.55 | 57.7 | 42.01 | 74.22 | 70.06 | 61.44 | 4.51 | 4.31 |