Classification on CIFAR100 to CIFAR10 natural shift target
0.5658AccuracyNoTrans
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| NoTransstrategy=No Transfer2025.05 | 0.5658 | 0.9005 | 0.5634 | 0.372 | |
| REFINEstrategy=Residual Feature Integration2025.05 | 0.544 | 0.8942 | 0.5406 | 0.3362 | |
| DANN-Gatestrategy=Domain-Adversarial Neural Network with Gating2025.05 | 0.4322 | 0.8605 | 0.4214 | 0.1748 | |
| LoRAstrategy=Low-Rank Adaptation2025.05 | 0.4314 | 0.8603 | 0.4237 | 0.2014 | |
| LinearProbstrategy=Linear Probing2025.05 | 0.3893 | 0.8284 | 0.3815 | 0.1694 | |
| Adapterstrategy=Adapter-tuning2025.05 | 0.3823 | 0.8247 | 0.3754 | 0.1646 |