Image Classification on CIFAR10 (Worst Group Accuracy)
91.13Worst Group Top-1 AccuracyCCS
Evaluation results
| Method | Links | |
|---|---|---|
| CCSPrune Rate=00%2026.06 | 91.13 | |
| MetriQPrune Rate=00%2026.06 | 91.13 | |
| TDDSPrune Rate=00%2026.06 | 91.13 | |
| UCBPrune Rate=00%2026.06 | 91.13 | |
| InfoBatchPrune Rate=00%2026.06 | 91.13 | |
| RS2 w/rPrune Rate=00%2026.06 | 91.13 | |
| RS2 w/oPrune Rate=00%2026.06 | 91.13 | |
| RCAPPrune Rate=00%, Time (minutes)=23.32026.06 | 91.13 | |
| RCAPPrune Rate=50%, Time (minutes)=13.32026.06 | 90.6 | |
| MetriQPrune Rate=50%2026.06 | 90.53 | |
| TDDSPrune Rate=50%2026.06 | 90.27 | |
| RS2 w/oPrune Rate=50%2026.06 | 90.1 | |
| UCBPrune Rate=50%2026.06 | 90 | |
| InfoBatchPrune Rate=50%2026.06 | 89.97 | |
| RS2 w/rPrune Rate=50%2026.06 | 89.83 | |
| RCAPPrune Rate=70%, Time (minutes)=6.72026.06 | 89.73 | |
| CCSPrune Rate=50%2026.06 | 88.87 | |
| RCAPPrune Rate=80%, Time (minutes)=5.32026.06 | 88.7 | |
| RS2 w/oPrune Rate=70%2026.06 | 88.6 | |
| InfoBatchPrune Rate=70%2026.06 | 88.5 | |
| RS2 w/rPrune Rate=70%2026.06 | 88.43 | |
| RS2 w/oPrune Rate=80%2026.06 | 88.1 | |
| UCBPrune Rate=70%2026.06 | 87.97 | |
| RS2 w/rPrune Rate=80%2026.06 | 87.43 | |
| MetriQPrune Rate=70%2026.06 | 86.63 | |
| InfoBatchPrune Rate=80%2026.06 | 86.53 | |
| RCAPPrune Rate=90%, Time (minutes)=3.32026.06 | 85.07 | |
| TDDSPrune Rate=70%2026.06 | 84.57 | |
| UCBPrune Rate=80%2026.06 | 84.53 | |
| InfoBatchPrune Rate=90%2026.06 | 83.53 | |
| CCSPrune Rate=70%2026.06 | 83.5 | |
| MetriQPrune Rate=80%2026.06 | 82.5 | |
| RS2 w/oPrune Rate=90%2026.06 | 80.47 | |
| TDDSPrune Rate=80%2026.06 | 80.17 | |
| RS2 w/rPrune Rate=90%2026.06 | 79.63 | |
| CCSPrune Rate=80%2026.06 | 77.53 | |
| UCBPrune Rate=90%2026.06 | 73.17 | |
| MetriQPrune Rate=90%2026.06 | 71.3 | |
| TDDSPrune Rate=90%2026.06 | 68.63 | |
| CCSPrune Rate=90%2026.06 | 67.2 |