Image Classification on ImageNet-1K (Pruned Accuracy Metrics)
78.27Pruned AccuracyCORP
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| CORPModel=DeiT3-H, Sparsity Level=0.50, Calib. Size=–2026.05 | 78.27 | 82.8 | 97.45 | — | |
| STARFISHModel=DeiT3-H, Sparsity Level=0.50, Calib. Size=9,0002026.05 | 78.27 | 84.06 | 98.93 | 1.48 | |
| CORPModel=DeiT-B, Sparsity Level=0.30, Calib. Size=–2026.05 | 71.88 | 75.65 | 92.56 | — | |
| STARFISHModel=DeiT-B, Sparsity Level=0.30, Calib. Size=5,0002026.05 | 71.88 | 78.98 | 96.64 | 4.07 | |
| CORPModel=DeiT3-H, Sparsity Level=0.63, Calib. Size=–2026.05 | 64.38 | 79.1 | 93.09 | — | |
| STARFISHModel=DeiT3-H, Sparsity Level=0.63, Calib. Size=9,0002026.05 | 64.38 | 83.35 | 98.09 | 5 | |
| CORPModel=DeiT-B, Sparsity Level=0.50, Calib. Size=–2026.05 | 54.56 | 68.67 | 84.02 | — | |
| STARFISHModel=DeiT-B, Sparsity Level=0.50, Calib. Size=5,0002026.05 | 54.56 | 75.91 | 92.88 | 8.86 | |
| CORPModel=DeiT-S, Sparsity Level=0.30, Calib. Size=–2026.05 | 54.11 | 73.88 | 92.67 | — | |
| STARFISHModel=DeiT-S, Sparsity Level=0.30, Calib. Size=2,5002026.05 | 54.11 | 76.06 | 95.41 | 2.73 | |
| CORPModel=DeiT3-H, Sparsity Level=0.69, Calib. Size=–2026.05 | 46.72 | 75.1 | 88.38 | — | |
| STARFISHModel=DeiT3-H, Sparsity Level=0.69, Calib. Size=9,0002026.05 | 46.72 | 82.79 | 97.43 | 9.05 | |
| CORPModel=DeiT-S, Sparsity Level=0.50, Calib. Size=–2026.05 | 45.51 | 65.85 | 82.6 | — | |
| STARFISHModel=DeiT-S, Sparsity Level=0.50, Calib. Size=2,5002026.05 | 45.51 | 72.54 | 90.99 | 8.39 | |
| CORPModel=DeiT-B, Sparsity Level=0.50, Calib. Size=–2026.05 | 31.19 | 67 | 81.98 | — | |
| STARFISHModel=DeiT-B, Sparsity Level=0.50, Calib. Size=5,0002026.05 | 31.19 | 75.77 | 92.71 | 10.73 | |
| CORPModel=DeiT3-H, Sparsity Level=0.75, Calib. Size=–2026.05 | 25.9 | 67.2 | 79.09 | — | |
| STARFISHModel=DeiT3-H, Sparsity Level=0.75, Calib. Size=9,0002026.05 | 25.9 | 81.78 | 96.25 | 17.16 | |
| CORPModel=DeiT-B, Sparsity Level=0.70, Calib. Size=–2026.05 | 14.5 | 56.46 | 69.08 | — | |
| STARFISHModel=DeiT-B, Sparsity Level=0.70, Calib. Size=5,0002026.05 | 14.5 | 69.74 | 85.33 | 16.25 | |
| STARFISHModel=DeiT3-H, Sparsity Level=0.80, Calib. Size=9,0002026.05 | 13.19 | 80.34 | 94.55 | — | |
| CORPModel=DeiT-S, Sparsity Level=0.70, Calib. Size=–2026.05 | 10.8 | 49.98 | 62.69 | — | |
| STARFISHModel=DeiT-S, Sparsity Level=0.70, Calib. Size=2,5002026.05 | 10.8 | 65.16 | 81.74 | 19.04 | |
| CORPModel=DeiT-B, Sparsity Level=0.63, Calib. Size=–2026.05 | 8.3 | 55.9 | 68.4 | — | |
| STARFISHModel=DeiT-B, Sparsity Level=0.63, Calib. Size=5,0002026.05 | 8.3 | 72.29 | 88.45 | 20.05 | |
| STARFISHModel=DeiT-B, Sparsity Level=0.75, Calib. Size=5,0002026.05 | 7.61 | 67.15 | 82.16 | — | |
| STARFISHModel=DeiT3-H, Sparsity Level=0.85, Calib. Size=9,0002026.05 | 5.88 | 78.24 | 92.08 | — | |
| STARFISHModel=DeiT-B, Sparsity Level=0.80, Calib. Size=5,0002026.05 | 4.06 | 64.28 | 78.65 | — | |
| STARFISHModel=DeiT-S, Sparsity Level=0.75, Calib. Size=2,5002026.05 | 3.84 | 61.68 | 77.37 | — | |
| CORPModel=DeiT-B, Sparsity Level=0.69, Calib. Size=–2026.05 | 3.54 | 46.6 | 57.02 | — | |
| STARFISHModel=DeiT-B, Sparsity Level=0.69, Calib. Size=5,0002026.05 | 3.54 | 70.12 | 85.79 | 28.78 | |
| STARFISHModel=DeiT-S, Sparsity Level=0.80, Calib. Size=2,5002026.05 | 1.95 | 57.4 | 72 | — | |
| CORPModel=DeiT-B, Sparsity Level=0.75, Calib. Size=–2026.05 | 1.42 | 32.7 | 40.01 | — | |
| STARFISHModel=DeiT-B, Sparsity Level=0.75, Calib. Size=5,0002026.05 | 1.42 | 67.03 | 82.01 | 42 | |
| STARFISHModel=DeiT-B, Sparsity Level=0.80, Calib. Size=5,0002026.05 | 0.95 | 64.03 | 78.34 | — | |
| STARFISHModel=DeiT-B, Sparsity Level=0.85, Calib. Size=5,0002026.05 | 0.62 | 59.7 | 73.05 | — |