# Reward rollout alignment on 10-task benchmark T1: Folding Shorts Source: [Reward rollout alignment on 10-task benchmark T1: Folding Shorts]() Collection index: [llms.txt]() Data updated: 2026-06-11T07:25:18.587Z Evaluation of model performance on the Reward rollout alignment task using the 10-task benchmark T1: Folding Shorts dataset, measured by Rollout ρ. A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage. | Scope | Recorded value | | --- | --- | | Task | Reward rollout alignment | | Dataset (including any stated split) | 10-task benchmark T1: Folding Shorts | | Metric | Rollout ρ | | Unit | SCALAR | | Direction | Higher is better | | Results loaded | 8 of 8 | | Coverage | All results currently returned for this benchmark | Evaluation settings may differ between results. The original papers and recorded configurations are needed to establish comparability. A shared metric name alone does not establish an identical protocol. ## Metrics - [Rollout ρ](): Higher is better; unit: SCALAR. ## Recorded results | Method | Rollout ρ | Result date | Report paper | | --- | --- | --- | --- | | SARM2 | 0.889 | Not recorded | 6a28f31990966ade919c15d7 | | SARM2 | 0.833 | Not recorded | 6a28f31990966ade919c15d7 | | Robometer | 0.667 | Not recorded | 6a28f31990966ade919c15d7 | | SARM2 | 0.611 | Not recorded | 6a28f31990966ade919c15d7 | | SARM2 | 0.556 | Not recorded | 6a28f31990966ade919c15d7 | | Robometer | 0.222 | Not recorded | 6a28f31990966ade919c15d7 | | RW | 0.167 | Not recorded | 6a28f31990966ade919c15d7 | | TR | -0.222 | Not recorded | 6a28f31990966ade919c15d7 | ### SARM2 Rollout ρ: 0.889. Result ID: 6a2a62d3fbc373592c271611. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"training\_subset":"S1"}. This record does not assert independent reproduction. ### SARM2 Rollout ρ: 0.833. Result ID: 6a2a62d3fbc373592c271612. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"standard\_full":"true"}. This record does not assert independent reproduction. ### Robometer Rollout ρ: 0.667. Result ID: 6a2a62d3fbc373592c27160e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Fine-tuning":"true"}. This record does not assert independent reproduction. ### SARM2 Rollout ρ: 0.611. Result ID: 6a2a62d3fbc373592c271610. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Multi-Goal":"excluded"}. This record does not assert independent reproduction. ### SARM2 Rollout ρ: 0.556. Result ID: 6a2a62d3fbc373592c27160f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Spectral Embedding":"excluded"}. This record does not assert independent reproduction. ### Robometer Rollout ρ: 0.222. Result ID: 6a2a62d3fbc373592c27160d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Fine-tuning":"false"}. This record does not assert independent reproduction. ### RW Rollout ρ: 0.167. Result ID: 6a2a62d3fbc373592c27160b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### TR Rollout ρ: -0.222. Result ID: 6a2a62d3fbc373592c27160c. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.