# Violation Scenario Generation on Scenario S1 Source: [Violation Scenario Generation on Scenario S1]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:52:23.160Z Evaluation of models generating violation scenarios using the 'Scenario S1' dataset, assessed by performance metrics such as Mean, Max, and various High Rate thresholds. 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 | Violation Scenario Generation | | Dataset (including any stated split) | Scenario S1 | | Metric | Mean Score | | Unit | SCALAR | | Direction | Lower is better | | Results loaded | 3 of 3 | | 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 - [Mean Score](): Lower is better; unit: SCALAR. - [Max Score](): Lower is better; unit: SCALAR. - [High Violation Rate](): Lower is better; unit: PERCENT. - [Rate \> 6 Violations](): Lower is better; unit: PERCENT. - [Rate \> 8 Violations](): Lower is better; unit: PERCENT. - [Rate \> 10 Violations](): Lower is better; unit: PERCENT. ## Recorded results | Method | Mean Score | Result date | Report paper | | --- | --- | --- | --- | | LawBreaker | 4.9 | Not recorded | 698575c4c97a0b3e3b5d5d92 | | ABLE | 9.12 | Not recorded | 698575c4c97a0b3e3b5d5d92 | | ROMAN | 9.86 | Not recorded | 698575c4c97a0b3e3b5d5d92 | ### LawBreaker Mean Score: 4.9. Result ID: 69973c0a5698665ec48c6b7d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### ABLE Mean Score: 9.12. Result ID: 69973c0a5698665ec48c6b7c. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### ROMAN Mean Score: 9.86. Result ID: 69973c0a5698665ec48c6b7b. [Reporting paper]() [Method origin paper]() 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.