| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| IOI | HISP | AUC83.6 | 12 | 4d ago | |
| Greater-than | ACDC | AUC0.887 | 12 | 4d ago | |
| Docstring | ACDC | AUC0.929 | 12 | 4d ago | |
| InterpBench | ACDC | Vargha-Delaney A120.91 | 10 | 4d ago | |
| InterpBench (test) | Edge SP | p-value (WMW)0 | 10 | 4d ago | |
| Modular Arithmetic mod 113 | Hierarchical | Nodes347 | 9 | 4d ago | |
| Tracr-Reverse | ACDC | AUC100 | 6 | 4d ago | |
| Tracr-Reverse | SP | Loss0.193 | 6 | 4d ago | |
| Tracr Proportion | SP | Loss0.525 | 6 | 4d ago | |
| IOI | HISP | KL Div0.668 | 6 | 4d ago | |
| Greaterthan | HISP | KL Divergence0.642 | 6 | 4d ago | |
| Docstring | HISP | KL Divergence0.805 | 6 | 4d ago | |
| GT | EP | Sparsity96.69 | 3 | 4d ago | |
| IOI | Sparsity96.74 | 3 | 4d ago | ||
| IOI 400 examples v1 | Edge Pruning | KL Divergence0.22 | 3 | 4d ago | |
| IOI 200 examples v1 | Edge Pruning | KL Divergence0.25 | 3 | 4d ago | |
| GP | Sparsity93.74 | 2 | 4d ago | ||
| IOI 100K examples v1 | Edge Pruning | KL Divergence0.2 | 2 | 4d ago | |
| TaxiNet | Algorithm 1 | Robustness (%)100 | 1 | 4d ago | |
| GTSRB | Algorithm 1 | Robustness (%)100 | 1 | 4d ago | |
| MNIST | Algorithm 1 | Robustness (%)100 | 1 | 4d ago | |
| CIFAR-10 | Algorithm 1 | Robustness (%)100 | 1 | 4d ago |
