| Paper | Code | Accuracy | ModelName | ReleaseDate |
|---|---|---|---|---|
| Equilibrium Reasoners: Learning Attractors Enables Scalable Reasoning | ✓ Link | 99.8 | EqR (D=64, B=128) | 2026-05-20 |
| Scaling to Tens of Thousands of Test-Time Iterations with Loop-Native Attention Residuals | ✓ Link | 97.9 | InfiLoop | 2026-10-08 |
| Breaking Diffusion: Parallel Reasoning with Draft Refinement | 93.9 | DRLM (6M) | 2026-10-19 | |
| Solve the Loop: Attractor Models for Language and Reasoning | ✓ Link | 91.4 | Attractor Model (27M) | 2026-05-12 |
| Hierarchical Reasoning Model | ✓ Link | 55.0 | HRM | 2025-06-26 |