Image Classification on ImageNet-1K (130 classes, continual learning stream)
42Final AccuracyBaseline + Dynamic SSL + MLKD
Evaluation results
| Method | Links | |
|---|---|---|
| Baseline + Dynamic SSL + MLKDbackbone=ResNet-18, components=Dynamic SSL + MLKD, inference mode=model ensemble2025.08 | 42 | |
| Baseline + MLKDbackbone=ResNet-18, component=MLKD2025.08 | 39.82 | |
| Baseline + Dynamic SSLbackbone=ResNet-18, component=Dynamic SSL2025.08 | 23.82 | |
| Baselinebackbone=ResNet-18, memory buffer=200 exemplars2025.08 | 19.54 | |
| Fine-tuningbackbone=ResNet-182025.08 | 5.82 |