Classification on Clipart to Sketch stylistic shift (target)
20.3403AccuracyREFINE
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| REFINEstrategy=Residual Feature Integration2025.05 | 20.3403 | 0.7338 | 0.1968 | 0.5263 | |
| NoTransstrategy=No Transfer2025.05 | 18.8804 | 0.717 | 0.1828 | 0 | |
| LinearProbstrategy=Linear Probing2025.05 | 18.343 | 0.729 | 0.1727 | 0 | |
| Adapterstrategy=Adapter-tuning2025.05 | 18.2356 | 0.7369 | 0.1549 | 0 | |
| LoRAstrategy=Low-Rank Adaptation2025.05 | 16.901 | 0.6937 | 0.1671 | 0 | |
| DANN-Gatestrategy=Domain-Adversarial Neural Network with Gating2025.05 | 16.5786 | 0.6942 | 0.1544 | 0 |