Sparse Autoencoder Evaluation
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
320L0 Count
20
May 8, 2026
87.4Variance Explained
6
Apr 30, 2026
94.2Variance Explained
6
Apr 30, 2026
0.989KL Score
4
Jun 30, 2026
0.763RAVEL Score
4
Jun 15, 2026
0.502RAVEL Score
4
Jun 15, 2026
0.308RAVEL Score
4
Jun 15, 2026
3.906CE Loss
4
Jun 1, 2026
67.3Top-1 Sparse Probing Accuracy
2
Jun 11, 2026