Imbalanced Image Classification on CIFAR-100 (test)
54.69AccuracyLDAM-DRW + LoRot-I
Evaluation Results
| Method | Links | |
|---|---|---|
| LDAM-DRW + LoRot-IImbalance Ratio=0.052022.07 | 54.69 | |
| LDAM-DRW + LoRot-EImbalance Ratio=0.052022.07 | 54.66 | |
| LDAM-DRWImbalance Ratio=0.052022.07 | 53.25 | |
| LDAM-DRW + Rot (PT)Imbalance Ratio=0.052022.07 | 52.81 | |
| LDAM-DRW + LoRot-EImbalance Ratio=0.022022.07 | 50.05 | |
| LDAM-DRW + LoRot-IImbalance Ratio=0.022022.07 | 49.33 | |
| LDAM-DRW + Rot (PT)Imbalance Ratio=0.022022.07 | 47.67 | |
| LDAM-DRW + SSPImbalance Ratio=0.022022.07 | 47.11 | |
| LDAM-DRW + Rot (DA)Imbalance Ratio=0.052022.07 | 46.97 | |
| LDAM-DRW + Rot (MT)Imbalance Ratio=0.052022.07 | 46.76 | |
| LDAM-DRW + LoRot-EImbalance Ratio=0.012022.07 | 46.48 | |
| LDAM-DRWImbalance Ratio=0.022022.07 | 46.15 | |
| LDAM-DRW + LoRot-IImbalance Ratio=0.012022.07 | 45.82 | |
| LDAM-DRW + SLA+SDImbalance Ratio=0.012022.07 | 45.53 | |
| LDAM-DRW + Rot (DA)Imbalance Ratio=0.022022.07 | 43.7 | |
| LDAM-DRW + Rot (MT)Imbalance Ratio=0.022022.07 | 43.43 | |
| LDAM-DRW + SSPImbalance Ratio=0.012022.07 | 43.43 | |
| LDAM-DRW + Rot (PT)Imbalance Ratio=0.012022.07 | 43.08 | |
| LDAM-DRWImbalance Ratio=0.012022.07 | 42.04 | |
| LDAM-DRW + Rot (DA)Imbalance Ratio=0.012022.07 | 40.32 | |
| LDAM-DRW + Rot (MT)Imbalance Ratio=0.012022.07 | 39.22 |