# Taxi Dispatch on NYC TLC Yellow Cab 50 taxis fleet 2024 Source: [Taxi Dispatch on NYC TLC Yellow Cab 50 taxis fleet 2024]() Collection index: [llms.txt]() Data updated: 2026-07-08T07:32:48.392Z Evaluation of taxi dispatching performance using the NYC TLC Yellow Cab 50 taxis fleet dataset from 2024, measured by Revenue and Planning Time. 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 | Taxi Dispatch | | Dataset (including any stated split) | NYC TLC Yellow Cab 50 taxis fleet 2024 | | Metric | Revenue | | Unit | SCALAR | | Direction | Higher is better | | Results loaded | 9 of 9 | | 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 - [Revenue](): Higher is better; unit: SCALAR. - [Planning Time (ms)](): Lower is better; unit: TIME. ## Recorded results | Method | Revenue | Result date | Report paper | | --- | --- | --- | --- | | Hungarian-Efficiency | 6938 | Not recorded | 6a4dd98c4da6617fe9198b07 | | ALNS | 6927 | Not recorded | 6a4dd98c4da6617fe9198b07 | | Greedy-Efficiency | 6916 | Not recorded | 6a4dd98c4da6617fe9198b07 | | GA | 6909 | Not recorded | 6a4dd98c4da6617fe9198b07 | | SA | 6905 | Not recorded | 6a4dd98c4da6617fe9198b07 | | Hungarian-Reward | 5559 | Not recorded | 6a4dd98c4da6617fe9198b07 | | Hungarian-Time | 5347 | Not recorded | 6a4dd98c4da6617fe9198b07 | | Greedy-Nearest | 4751 | Not recorded | 6a4dd98c4da6617fe9198b07 | | Greedy-Reward | 2513 | Not recorded | 6a4dd98c4da6617fe9198b07 | ### Hungarian-Efficiency Revenue: 6938. Result ID: 6a4dfd1060b88bb339d73424. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Fleet Size":"50"}. This record does not assert independent reproduction. ### ALNS Revenue: 6927. Result ID: 6a4dfd1060b88bb339d73425. [Reporting paper]() Recorded evaluation configuration: {"Fleet Size":"50"}. This record does not assert independent reproduction. ### Greedy-Efficiency Revenue: 6916. Result ID: 6a4dfd1060b88bb339d73421. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Fleet Size":"50"}. This record does not assert independent reproduction. ### GA Revenue: 6909. Result ID: 6a4dfd1060b88bb339d73426. [Reporting paper]() Recorded evaluation configuration: {"Fleet Size":"50"}. This record does not assert independent reproduction. ### SA Revenue: 6905. Result ID: 6a4dfd1060b88bb339d73427. [Reporting paper]() Recorded evaluation configuration: {"Fleet Size":"50"}. This record does not assert independent reproduction. ### Hungarian-Reward Revenue: 5559. Result ID: 6a4dfd1060b88bb339d73423. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Fleet Size":"50"}. This record does not assert independent reproduction. ### Hungarian-Time Revenue: 5347. Result ID: 6a4dfd1060b88bb339d73422. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Fleet Size":"50"}. This record does not assert independent reproduction. ### Greedy-Nearest Revenue: 4751. Result ID: 6a4dfd1060b88bb339d7341f. [Reporting paper]() Recorded evaluation configuration: {"Fleet Size":"50"}. This record does not assert independent reproduction. ### Greedy-Reward Revenue: 2513. Result ID: 6a4dfd1060b88bb339d73420. [Reporting paper]() Recorded evaluation configuration: {"Fleet Size":"50"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.