Pruning
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
4.4ΔPPL
36
Apr 28, 2026
342Compression Ratio (CR)
30
May 14, 2026
0.669FLOPs-based Accuracy-Retention AUC
27
May 11, 2026
1.5Effective Information (EI)
11
May 14, 2026
1.56AU-MSE
9
Feb 26, 2026
0.65AU-MSE
9
Feb 26, 2026
1.08AU-MSE
8
Feb 26, 2026
1.48AU-MSE
8
Feb 26, 2026
1.23AU-MSE
8
Feb 26, 2026
4.88AU-MSE
8
Feb 26, 2026
1.47AU-MSE
8
Feb 26, 2026
17.49AU-MSE
8
Feb 26, 2026
1.61AU-MSE
8
Feb 26, 2026
0Epochs
5
Feb 26, 2026
1.52Pruning Time (hours)
4
Jun 11, 2026
1.33Pruning Time (hours)
4
Jun 11, 2026