Image Classification on CIFAR100 few-shot
76.8AccuracyIndividual FT
Evaluation results
| Method | Links | |
|---|---|---|
| Individual FT2025.03 | 76.8 | |
| ConDU (LoRA)Evaluation Stage=Last2025.03 | 76.7 | |
| ConDU (LoRA)Evaluation Stage=Average2025.03 | 75.4 | |
| ConDU (FT)Evaluation Stage=Last2025.03 | 75 | |
| MoEEvaluation Stage=Last2025.03 | 74.9 | |
| ConDU (FT)Evaluation Stage=Average2025.03 | 74.1 | |
| MoEEvaluation Stage=Average2025.03 | 73.9 | |
| Dual-RAILEvaluation Stage=Last2025.03 | 71.5 | |
| Dual-RAILEvaluation Stage=Average2025.03 | 70.9 | |
| Primal-RAILEvaluation Stage=Last2025.03 | 70.3 | |
| Primal-RAILEvaluation Stage=Average2025.03 | 69.9 | |
| ConDU (FT)Evaluation Stage=Transfer2025.03 | 69.5 | |
| ConDU (LoRA)Evaluation Stage=Transfer2025.03 | 68.5 | |
| Zero-shot2025.03 | 68.2 | |
| MoEEvaluation Stage=Transfer2025.03 | 68.2 | |
| Primal-RAILEvaluation Stage=Transfer2025.03 | 68.2 | |
| Dual-RAILEvaluation Stage=Transfer2025.03 | 68.2 | |
| ZSCLEvaluation Stage=Transfer2025.03 | 68.1 | |
| ZSCLEvaluation Stage=Average2025.03 | 66.5 | |
| LwF-VREvaluation Stage=Average2025.03 | 64.2 | |
| ZSCLEvaluation Stage=Last2025.03 | 63.7 | |
| LwF-VREvaluation Stage=Transfer2025.03 | 62.5 | |
| WiSE-FTEvaluation Stage=Average2025.03 | 61 | |
| Continual FTEvaluation Stage=Last2025.03 | 60.1 | |
| WiSE-FTEvaluation Stage=Transfer2025.03 | 60 | |
| WiSE-FTEvaluation Stage=Last2025.03 | 59.6 | |
| LwF-VREvaluation Stage=Last2025.03 | 59.3 | |
| Continual FTEvaluation Stage=Average2025.03 | 59.1 | |
| Continual FTEvaluation Stage=Transfer2025.03 | 53 | |
| LwFEvaluation Stage=Transfer2025.03 | 49.2 | |
| LwFEvaluation Stage=Average2025.03 | 43.5 | |
| LwFEvaluation Stage=Last2025.03 | 17.9 |