Image Classification on Pathfinder
99.69AccuracyS4D
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| S4DPruning Rate=10%2026.06 | 99.69 | 32.1 | -3.4 | 973,774 | -2 | |
| S4DPruning Rate=30%2026.06 | 99.62 | 25.3 | -15 | 933,994 | -6 | |
| S4DPruning Rate=50%2026.06 | 98.92 | 18.5 | -27.6 | 893,954 | -10.1 | |
| S4DPruning Rate=0%2026.06 | 98.66 | 35.3 | — | 993,794 | — | |
| S4DPruning Rate=70%2026.06 | 97.54 | 12.7 | -38.4 | 854,044 | -14.1 | |
| S4Pruning Rate=10%2026.06 | 95.89 | 209.3 | -9.4 | 1,150,670 | -3.3 | |
| S4Pruning Rate=0%2026.06 | 94.77 | 231 | — | 1,190,402 | — | |
| S4Pruning Rate=30%2026.06 | 94.7 | 166 | -28.1 | 1,071,722 | -10 | |
| S4Pruning Rate=50%2026.06 | 89.6 | 125 | -45.9 | 992,258 | -16.7 | |
| S4Pruning Rate=70%2026.06 | 79.16 | 82.1 | -64.5 | 913,052 | -23.3 | |
| S4DPruning Rate=90%2026.06 | 72.07 | 11.9 | -45.5 | 814,134 | -18.1 | |
| S4Pruning Rate=90%2026.06 | 55.02 | 41.3 | -82.1 | 833,846 | -30 |