| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Autoformalization | ProofNet | Compilation Pass Rate@1094.1 | 28 | |
| Theorem Proving | ProofNet (test) | Pass@3247.3 | 15 | |
| Auto-formalization | ProofNet (test) | Pass@897.9 | 13 | |
| Autoformalization | ProofNet (test) | πFV44.09 | 12 | |
| Formal Theorem Proving | ProofNet (test) | Pass@144.62 | 12 | |
| Statement generation | ProofNet N = 186 (test) | CH@10098.4 | 11 | |
| Theorem Proving | ProofNet (val) | Accuracy25.4 | 11 | |
| Lean theorem proving | PROOFNET (186 problems) | Pass@824.73 | 9 | |
| Theorem Proving | ProofNet (all) | Accuracy25.3 | 7 | |
| Formal Theorem Proving | ProofNet (val) | Pass Rate9.04 | 6 | |
| Autoformalization and Proving | ProofNet N=186 (test) | Pass@640.7849 | 4 |