Image Classification on Aircraft (Transfer/Average/Last Scores)
33.1Average ScoreConDU (FT)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| ConDU (FT)Adaptation strategy=Fine-tuning2025.03 | 33.1 | — | 33.3 | |
| ConDU (LoRA)Adaptation strategy=LoRA2025.03 | 32.4 | — | 31.8 | |
| WiSE-FTAdaptation strategy=WiSE-FT2025.03 | 32 | — | 30.8 | |
| Individual FTAdaptation strategy=Individual Fine-tuning2025.03 | 30.6 | — | — | |
| MoEContinual learning method=MoE2025.03 | 30 | — | 30.1 | |
| ZSCLContinual learning method=ZSCL2025.03 | 28.2 | — | 26.8 | |
| Continual FTAdaptation strategy=Continual Fine-tuning2025.03 | 28.1 | — | 27.8 | |
| Zero-shotAdaptation strategy=Zero-shot2025.03 | 24.3 | — | — |