Image Classification on CIFAR-100 (Quantization and Size Evaluation)
86.77Accuracy (Int8)ResNet152
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| ResNet152Next Phase=↓, Target Meet=✗2026.02 | 86.77 | 84.67 | 85.26 | 57.26 | 16.72 | 22.66 | |
| ResNet101Next Phase=↓, Target Meet=✓2026.02 | 85.98 | 84.31 | 84.78 | 42.38 | 12.28 | 15.26 | |
| ResNet50Next Phase=↓, Target Meet=✗2026.02 | 84.01 | 81.21 | 82.57 | 24.32 | 8.49 | 8.93 | |
| ResNet34Next Phase=-, Target Meet=✓2026.02 | 82.9 | — | 81.14 | 20.77 | — | 6.52 | |
| ResNet18Next Phase=↑, Target Meet=✓2026.02 | 80.4 | 78.41 | 75.98 | 11.14 | 3.72 | 3.2 |