Image Classification on DTD (Transfer, Average, Last Scores)
65.1Average ScoreIndividual FT
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Individual FTAdaptation strategy=Individual Fine-tuning2025.03 | 65.1 | — | — | |
| ConDU (LoRA)Adaptation strategy=LoRA2025.03 | 58.8 | 45.6 | 63.4 | |
| MoEContinual learning method=MoE2025.03 | 58.7 | 44.1 | 64 | |
| ConDU (FT)Adaptation strategy=Fine-tuning2025.03 | 58.3 | 45.6 | 63.1 | |
| WiSE-FTAdaptation strategy=WiSE-FT2025.03 | 55.8 | 41.3 | 60.3 | |
| ZSCLContinual learning method=ZSCL2025.03 | 53.5 | 44.8 | 55.7 | |
| Continual FTAdaptation strategy=Continual Fine-tuning2025.03 | 52.8 | 36.4 | 58.4 | |
| Zero-shotAdaptation strategy=Zero-shot2025.03 | 44.6 | — | — |