Image Classification on ImageNet (Average Group Accuracy and Training Time)
84.47Group Accuracy (Top-1)CCS
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CCSPrune Rate=00%2026.06 | 84.47 | — | |
| MetriQPrune Rate=00%2026.06 | 84.47 | — | |
| TDDSPrune Rate=00%2026.06 | 84.47 | — | |
| UCBPrune Rate=00%2026.06 | 84.47 | — | |
| InfoBatchPrune Rate=00%2026.06 | 84.47 | — | |
| RS2 w/rPrune Rate=00%2026.06 | 84.47 | — | |
| RS2 w/oPrune Rate=00%2026.06 | 84.47 | — | |
| RCAPPrune Rate=00%2026.06 | 84.47 | 249 | |
| InfoBatchPrune Rate=50%2026.06 | 84.4 | — | |
| RCAPPrune Rate=50%2026.06 | 84.37 | 130.5 | |
| RS2 w/oPrune Rate=50%2026.06 | 84.31 | — | |
| RS2 w/rPrune Rate=50%2026.06 | 84.17 | — | |
| RS2 w/oPrune Rate=70%2026.06 | 84.14 | — | |
| InfoBatchPrune Rate=70%2026.06 | 84.09 | — | |
| RS2 w/oPrune Rate=80%2026.06 | 83.94 | — | |
| RCAPPrune Rate=70%2026.06 | 83.89 | 82.7 | |
| RS2 w/rPrune Rate=70%2026.06 | 83.88 | — | |
| InfoBatchPrune Rate=80%2026.06 | 83.78 | — | |
| RS2 w/rPrune Rate=80%2026.06 | 83.77 | — | |
| RCAPPrune Rate=90%2026.06 | 83.54 | 30.5 | |
| RS2 w/oPrune Rate=90%2026.06 | 83.49 | — | |
| RCAPPrune Rate=80%2026.06 | 83.46 | 58 | |
| InfoBatchPrune Rate=90%2026.06 | 83.46 | — | |
| RS2 w/rPrune Rate=90%2026.06 | 83.19 | — | |
| UCBPrune Rate=50%2026.06 | 80.23 | — | |
| TDDSPrune Rate=50%2026.06 | 78.78 | — | |
| UCBPrune Rate=70%2026.06 | 77.29 | — | |
| TDDSPrune Rate=70%2026.06 | 75.82 | — | |
| CCSPrune Rate=50%2026.06 | 74.78 | — | |
| CCSPrune Rate=70%2026.06 | 73.95 | — | |
| UCBPrune Rate=80%2026.06 | 72.43 | — | |
| MetriQPrune Rate=50%2026.06 | 71.78 | — | |
| UCBPrune Rate=90%2026.06 | 71.24 | — | |
| TDDSPrune Rate=80%2026.06 | 71.09 | — | |
| MetriQPrune Rate=80%2026.06 | 70.98 | — | |
| MetriQPrune Rate=70%2026.06 | 70.95 | — | |
| MetriQPrune Rate=90%2026.06 | 70.16 | — | |
| CCSPrune Rate=80%2026.06 | 69.25 | — | |
| TDDSPrune Rate=90%2026.06 | 69.13 | — | |
| CCSPrune Rate=90%2026.06 | 62.23 | — |