# Traffic Junction on TrafficJunction Large Source: [Traffic Junction on TrafficJunction Large]() Collection index: [llms.txt]() Data updated: 2026-05-14T08:55:43.873Z Evaluation of model performance on the TrafficJunction Large dataset focusing on general traffic junction control. 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 | Traffic Junction | | Dataset (including any stated split) | TrafficJunction Large | | Metric | Task Metric Value | | Unit | SCALAR | | Direction | Higher is better | | Results loaded | 18 of 18 | | 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 - [Task Metric Value](): Higher is better; unit: SCALAR. ## Recorded results | Method | Task Metric Value | Result date | Report paper | | --- | --- | --- | --- | | ST | 22 | Not recorded | 6a055740dbc836b87d828e7d | | J-M | 18.03 | Not recorded | 6a055740dbc836b87d828e7d | | J-W | 17.29 | Not recorded | 6a055740dbc836b87d828e7d | | J-W | 15.29 | Not recorded | 6a055740dbc836b87d828e7d | | ST | 15.23 | Not recorded | 6a055740dbc836b87d828e7d | | J-M | 14.06 | Not recorded | 6a055740dbc836b87d828e7d | | J-W | 13.55 | Not recorded | 6a055740dbc836b87d828e7d | | J-M | 11.94 | Not recorded | 6a055740dbc836b87d828e7d | | ST | 8.08 | Not recorded | 6a055740dbc836b87d828e7d | | ML | 3.75 | Not recorded | 6a055740dbc836b87d828e7d | | ML | 2.83 | Not recorded | 6a055740dbc836b87d828e7d | | ML | 1.52 | Not recorded | 6a055740dbc836b87d828e7d | | NS | 0.22 | Not recorded | 6a055740dbc836b87d828e7d | | MMR | 0.17 | Not recorded | 6a055740dbc836b87d828e7d | | MMR | 0.17 | Not recorded | 6a055740dbc836b87d828e7d | | MMR | 0.16 | Not recorded | 6a055740dbc836b87d828e7d | | NS | 0.16 | Not recorded | 6a055740dbc836b87d828e7d | | NS | 0.15 | Not recorded | 6a055740dbc836b87d828e7d | ### ST Task Metric Value: 22. Result ID: 6a058d6547f34ce924ecaefe. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Attack rate":"0.75"}. This record does not assert independent reproduction. ### J-M Task Metric Value: 18.03. Result ID: 6a058d6547f34ce924ecaeee. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Attack rate":"0.5"}. This record does not assert independent reproduction. ### J-W Task Metric Value: 17.29. Result ID: 6a058d6547f34ce924ecaef1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Attack rate":"0.5"}. This record does not assert independent reproduction. ### J-W Task Metric Value: 15.29. Result ID: 6a058d6547f34ce924ecaef2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Attack rate":"0.75"}. This record does not assert independent reproduction. ### ST Task Metric Value: 15.23. Result ID: 6a058d6547f34ce924ecaefd. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Attack rate":"0.5"}. This record does not assert independent reproduction. ### J-M Task Metric Value: 14.06. Result ID: 6a058d6547f34ce924ecaeef. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Attack rate":"0.75"}. This record does not assert independent reproduction. ### J-W Task Metric Value: 13.55. Result ID: 6a058d6547f34ce924ecaef0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Attack rate":"0.25"}. This record does not assert independent reproduction. ### J-M Task Metric Value: 11.94. Result ID: 6a058d6547f34ce924ecaeed. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Attack rate":"0.25"}. This record does not assert independent reproduction. ### ST Task Metric Value: 8.08. Result ID: 6a058d6547f34ce924ecaefc. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Attack rate":"0.25"}. This record does not assert independent reproduction. ### ML Task Metric Value: 3.75. Result ID: 6a058d6547f34ce924ecaef6. [Reporting paper]() Recorded evaluation configuration: {"Attack rate":"0.25"}. This record does not assert independent reproduction. ### ML Task Metric Value: 2.83. Result ID: 6a058d6547f34ce924ecaef7. [Reporting paper]() Recorded evaluation configuration: {"Attack rate":"0.5"}. This record does not assert independent reproduction. ### ML Task Metric Value: 1.52. Result ID: 6a058d6547f34ce924ecaef8. [Reporting paper]() Recorded evaluation configuration: {"Attack rate":"0.75"}. This record does not assert independent reproduction. ### NS Task Metric Value: 0.22. Result ID: 6a058d6547f34ce924ecaefb. [Reporting paper]() Recorded evaluation configuration: {"Attack rate":"0.75"}. This record does not assert independent reproduction. ### MMR Task Metric Value: 0.17. Result ID: 6a058d6547f34ce924ecaef3. [Reporting paper]() Recorded evaluation configuration: {"Attack rate":"0.25"}. This record does not assert independent reproduction. ### MMR Task Metric Value: 0.17. Result ID: 6a058d6547f34ce924ecaef5. [Reporting paper]() Recorded evaluation configuration: {"Attack rate":"0.75"}. This record does not assert independent reproduction. ### MMR Task Metric Value: 0.16. Result ID: 6a058d6547f34ce924ecaef4. [Reporting paper]() Recorded evaluation configuration: {"Attack rate":"0.5"}. This record does not assert independent reproduction. ### NS Task Metric Value: 0.16. Result ID: 6a058d6547f34ce924ecaefa. [Reporting paper]() Recorded evaluation configuration: {"Attack rate":"0.5"}. This record does not assert independent reproduction. ### NS Task Metric Value: 0.15. Result ID: 6a058d6547f34ce924ecaef9. [Reporting paper]() Recorded evaluation configuration: {"Attack rate":"0.25"}. This record does not assert independent reproduction. Page 1 of 1. 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