Imbalanced Image Classification on CIFAR-10 (test)
86.67AccuracyLDAM-DRW + LoRot-E
Evaluation Results
| Method | Links | |
|---|---|---|
| LDAM-DRW + LoRot-EImbalance Ratio=0.052022.07 | 86.67 | |
| LDAM-DRW + LoRot-IImbalance Ratio=0.052022.07 | 86.52 | |
| LDAM-DRWImbalance Ratio=0.052022.07 | 85.46 | |
| LDAM-DRW + Rot (PT)Imbalance Ratio=0.052022.07 | 84.9 | |
| LDAM-DRW + LoRot-EImbalance Ratio=0.022022.07 | 84.41 | |
| LDAM-DRW + LoRot-IImbalance Ratio=0.022022.07 | 83.69 | |
| LDAM-DRW + SSPImbalance Ratio=0.022022.07 | 82.13 | |
| LDAM-DRW + LoRot-EImbalance Ratio=0.012022.07 | 81.82 | |
| LDAM-DRW + Rot (PT)Imbalance Ratio=0.022022.07 | 81.13 | |
| LDAM-DRW + LoRot-IImbalance Ratio=0.012022.07 | 81.13 | |
| LDAM-DRWImbalance Ratio=0.022022.07 | 80.94 | |
| LDAM-DRW + SLA+SDImbalance Ratio=0.012022.07 | 80.24 | |
| LDAM-DRW + Rot (MT)Imbalance Ratio=0.052022.07 | 78.02 | |
| LDAM-DRW + Rot (DA)Imbalance Ratio=0.052022.07 | 77.94 | |
| LDAM-DRW + SSPImbalance Ratio=0.012022.07 | 77.83 | |
| LDAM-DRWImbalance Ratio=0.012022.07 | 77.03 | |
| LDAM-DRW + Rot (PT)Imbalance Ratio=0.012022.07 | 75.86 | |
| LDAM-DRW + Rot (DA)Imbalance Ratio=0.022022.07 | 74.5 | |
| LDAM-DRW + Rot (MT)Imbalance Ratio=0.022022.07 | 74.26 | |
| LDAM-DRW + Rot (DA)Imbalance Ratio=0.012022.07 | 71.91 | |
| LDAM-DRW + Rot (MT)Imbalance Ratio=0.012022.07 | 71.63 |