Active Learning on MNIST
57Hit Rate (Initial)Random
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Random2026.06 | 57 | 16 | 14 | 11 | 80 | 88 | |
| ActiveLab2026.06 | 25 | 22 | 25 | 28 | 78 | 91 | |
| Deep Active Re-Labeling2026.06 | 25 | 43 | 25 | 39 | 82 | 95 | |
| DFAL2026.06 | 24 | 20 | 24 | 15 | 80 | 89 |
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Random2026.06 | 57 | 16 | 14 | 11 | 80 | 88 | |
| ActiveLab2026.06 | 25 | 22 | 25 | 28 | 78 | 91 | |
| Deep Active Re-Labeling2026.06 | 25 | 43 | 25 | 39 | 82 | 95 | |
| DFAL2026.06 | 24 | 20 | 24 | 15 | 80 | 89 |