Image Classification on CIFAR-100 SSL 400 labels (train test)
32.51Error RateCustomKD
Evaluation results
| Method | Links | |
|---|---|---|
| CustomKDCategory=KD, Backbone=WideResNet28-2, Pre-trained with=AdaMatch2025.03 | 32.51 | |
| DKDCategory=KD, Backbone=WideResNet28-2, Pre-trained with=AdaMatch2025.03 | 45.18 | |
| FitNetCategory=KD, Backbone=WideResNet28-2, Pre-trained with=AdaMatch2025.03 | 48.58 | |
| Soft TargetCategory=KD, Backbone=WideResNet28-2, Pre-trained with=AdaMatch2025.03 | 48.71 | |
| SimMatchCategory=SSL2025.03 | 48.82 | |
| FreeMatchCategory=SSL2025.03 | 49.24 | |
| SoftMatchCategory=SSL2025.03 | 49.64 | |
| LogitsCategory=KD, Backbone=WideResNet28-2, Pre-trained with=AdaMatch2025.03 | 49.71 | |
| CCCategory=KD, Backbone=WideResNet28-2, Pre-trained with=AdaMatch2025.03 | 49.85 | |
| RKDCategory=KD, Backbone=WideResNet28-2, Pre-trained with=AdaMatch2025.03 | 50.11 | |
| AdaMatch*Category=SSL, Note=reproduced results using codes of USB benchmark2025.03 | 52.07 | |
| FixMatchCategory=SSL2025.03 | 53.37 |