| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| ARC-C | NAP-IG-Activations | CPR Faithfulness Score1.11 | 18 | 1mo ago | |
| ARC-E | NAP-IG-Inputs | CPR Faithfulness Score1.06 | 18 | 1mo ago | |
| Arith | NAP-IG-Inputs | CPR (Faithfulness Score)49 | 18 | 1mo ago | |
| MCQA | NAP-IG-Inputs | CPR (Faithfulness Score)1.13 | 14 | 1mo ago | |
| IOI | NAP-IG-Inputs | CPR Faithfulness Score91 | 14 | 1mo ago | |
| Circuit Recovery Evaluation Suite (IOI, MCQA, Arithmetic, ARC) Llama-3 (3B to 8B) Transfer (test) | NAP-IG-Inputs | Arithmetic (+) Score46 | 13 | 1mo ago | |
| Qwen 0.5B -> 3B 2.5 | NAP-IG-Inputs Gold (Upper Bound) | Arithmetic (-) Score0.32 | 13 | 1mo ago | |
| Qwen Circuit Recovery Suite 0.5B -> 1.5B 2.5 | DFA (In-Distribution) | Arithmetic (-) Score40 | 13 | 1mo ago | |
| Circuit Recovery Evaluation Suite Llama-3 1B to 8B | NAP-IG-Inputs (DFA (Far/Zero-Shot)) | Arithmetic (+) Accuracy67 | 13 | 1mo ago | |
| Aggregate IOI, MCQA, Arithmetic, ARC | NAP-IG-Inputs | CPR Faithfulness Score87 | 13 | 1mo ago | |
| Arith + | NAP-IG-Inputs | CPR Faithfulness Score51 | 5 | 1mo ago |
