Image Classification on EuroSAT (Transfer/Average/Last Scores)
91.7Average ScoreIndividual FT
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Individual FTAdaptation strategy=Individual Fine-tuning2025.03 | 91.7 | — | — | |
| ConDU (FT)Adaptation strategy=Fine-tuning2025.03 | 76.2 | 54.4 | 88.8 | |
| ConDU (LoRA)Adaptation strategy=LoRA2025.03 | 75.1 | 56.4 | 86.8 | |
| MoEContinual learning method=MoE2025.03 | 69.3 | 48.1 | 82.3 | |
| WiSE-FTAdaptation strategy=WiSE-FT2025.03 | 68.1 | 39.4 | 80.9 | |
| ZSCLContinual learning method=ZSCL2025.03 | 56.3 | 46.8 | 60.2 | |
| Continual FTAdaptation strategy=Continual Fine-tuning2025.03 | 55.8 | 35.4 | 56.6 | |
| Zero-shotAdaptation strategy=Zero-shot2025.03 | 54.9 | — | — |