Image Classification on EuroSAT few-shot
91.7AccuracyIndividual FT
Evaluation results
| Method | Links | |
|---|---|---|
| Individual FT2025.03 | 91.7 | |
| ConDU (FT)Evaluation Stage=Last2025.03 | 88.8 | |
| ConDU (LoRA)Evaluation Stage=Last2025.03 | 86.8 | |
| MoEEvaluation Stage=Last2025.03 | 82.3 | |
| Primal-RAILEvaluation Stage=Last2025.03 | 81.5 | |
| WiSE-FTEvaluation Stage=Last2025.03 | 80.9 | |
| Dual-RAILEvaluation Stage=Last2025.03 | 79.5 | |
| ConDU (FT)Evaluation Stage=Average2025.03 | 76.2 | |
| ConDU (LoRA)Evaluation Stage=Average2025.03 | 75.1 | |
| Primal-RAILEvaluation Stage=Average2025.03 | 71.8 | |
| Dual-RAILEvaluation Stage=Average2025.03 | 70.6 | |
| MoEEvaluation Stage=Average2025.03 | 69.3 | |
| WiSE-FTEvaluation Stage=Average2025.03 | 68.1 | |
| ZSCLEvaluation Stage=Last2025.03 | 60.2 | |
| LwF-VREvaluation Stage=Last2025.03 | 57.6 | |
| Continual FTEvaluation Stage=Last2025.03 | 56.6 | |
| ConDU (LoRA)Evaluation Stage=Transfer2025.03 | 56.4 | |
| ZSCLEvaluation Stage=Average2025.03 | 56.3 | |
| Continual FTEvaluation Stage=Average2025.03 | 55.8 | |
| Zero-shot2025.03 | 54.9 | |
| Primal-RAILEvaluation Stage=Transfer2025.03 | 54.9 | |
| Dual-RAILEvaluation Stage=Transfer2025.03 | 54.9 | |
| ConDU (FT)Evaluation Stage=Transfer2025.03 | 54.4 | |
| LwF-VREvaluation Stage=Average2025.03 | 54.3 | |
| MoEEvaluation Stage=Transfer2025.03 | 48.1 | |
| ZSCLEvaluation Stage=Transfer2025.03 | 46.8 | |
| LwFEvaluation Stage=Transfer2025.03 | 44.5 | |
| LwFEvaluation Stage=Average2025.03 | 43.5 | |
| LwF-VREvaluation Stage=Transfer2025.03 | 40.1 | |
| WiSE-FTEvaluation Stage=Transfer2025.03 | 39.4 | |
| Continual FTEvaluation Stage=Transfer2025.03 | 35.4 | |
| LwFEvaluation Stage=Last2025.03 | 28.1 |