| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| gemma2-2b-layer-13 activations | HSAE | L0100.7 | 6 | 3mo ago | |
| DINOv2 ImageNet-1k Base (patch tokens) | iSAE-ME | MSE0.191 | 4 | 2d ago | |
| Pythia activations (The Pile) 160M (layer 12) | iSAE-ME | MSE0.148 | 4 | 2d ago | |
| Pythia 70M (layer-3 residuals) | AEN-SAE | Achieved L033.9 | 4 | 26d ago | |
| qwen3-4b layer-18 activations | Baseline | L0 Norm50 | 2 | 3mo ago | |
| gemma2-2b layer-20 activations | HSAE | L0 Norm50 | 2 | 3mo ago | |
| gemma2-2B-layer-6 activations | Baseline | L0 Norm50 | 2 | 3mo ago |
