# Taxi Dispatch on NYC TLC Yellow Cab 2024 (200 taxis fleet)

Source: [Taxi Dispatch on NYC TLC Yellow Cab 2024 (200 taxis fleet)](<https://www.sota2.com/research/sota/taxi-dispatch-on-nyc-tlc-yellow-cab-2024-200-taxis-fleet>)

Collection index: [llms.txt](<https://www.sota2.com/research/llms.txt>)

Data updated: 2026-07-08T07:32:48.420Z

Evaluation of taxi dispatching performance using the NYC TLC Yellow Cab 2024 dataset (200 taxis fleet), measured by Revenue and Plan 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 2024 (200 taxis fleet) |
| 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](<https://www.sota2.com/research/sota/taxi-dispatch-on-nyc-tlc-yellow-cab-2024-200-taxis-fleet.md?metric=Revenue>): Higher is better; unit: SCALAR.

- [Plan time (ms)](<https://www.sota2.com/research/sota/taxi-dispatch-on-nyc-tlc-yellow-cab-2024-200-taxis-fleet.md?metric=Plan%20time%20(ms)>): Lower is better; unit: TIME.

## Recorded results

| Method | Revenue | Result date | Report paper |
| --- | --- | --- | --- |
| Hungarian-Efficiency | 23826 | Not recorded | 6a4dd98c4da6617fe9198b07 |
| SA | 23771 | Not recorded | 6a4dd98c4da6617fe9198b07 |
| ALNS | 23735 | Not recorded | 6a4dd98c4da6617fe9198b07 |
| GA | 23718 | Not recorded | 6a4dd98c4da6617fe9198b07 |
| Greedy-Efficiency | 23696 | Not recorded | 6a4dd98c4da6617fe9198b07 |
| Hungarian-Time | 19840 | Not recorded | 6a4dd98c4da6617fe9198b07 |
| Hungarian-Reward | 18901 | Not recorded | 6a4dd98c4da6617fe9198b07 |
| Greedy-Nearest | 17401 | Not recorded | 6a4dd98c4da6617fe9198b07 |
| Greedy-Reward | 7876 | Not recorded | 6a4dd98c4da6617fe9198b07 |

### Hungarian-Efficiency

Revenue: 23826. Result ID: 6a4dfd1060b88bb339d7342d.

[Reporting paper](<https://www.sota2.com/research/paper/6a4dd98c4da6617fe9198b07.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a4dd98c4da6617fe9198b07.md>)

Recorded evaluation configuration: {"Fleet Size":"200"}. This record does not assert independent reproduction.

### SA

Revenue: 23771. Result ID: 6a4dfd1060b88bb339d73430.

[Reporting paper](<https://www.sota2.com/research/paper/6a4dd98c4da6617fe9198b07.md>)

Recorded evaluation configuration: {"Fleet Size":"200"}. This record does not assert independent reproduction.

### ALNS

Revenue: 23735. Result ID: 6a4dfd1060b88bb339d7342e.

[Reporting paper](<https://www.sota2.com/research/paper/6a4dd98c4da6617fe9198b07.md>)

Recorded evaluation configuration: {"Fleet Size":"200"}. This record does not assert independent reproduction.

### GA

Revenue: 23718. Result ID: 6a4dfd1060b88bb339d7342f.

[Reporting paper](<https://www.sota2.com/research/paper/6a4dd98c4da6617fe9198b07.md>)

Recorded evaluation configuration: {"Fleet Size":"200"}. This record does not assert independent reproduction.

### Greedy-Efficiency

Revenue: 23696. Result ID: 6a4dfd1060b88bb339d7342a.

[Reporting paper](<https://www.sota2.com/research/paper/6a4dd98c4da6617fe9198b07.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a4dd98c4da6617fe9198b07.md>)

Recorded evaluation configuration: {"Fleet Size":"200"}. This record does not assert independent reproduction.

### Hungarian-Time

Revenue: 19840. Result ID: 6a4dfd1060b88bb339d7342b.

[Reporting paper](<https://www.sota2.com/research/paper/6a4dd98c4da6617fe9198b07.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa3cd51e209131ce8ddde3.md>)

Recorded evaluation configuration: {"Fleet Size":"200"}. This record does not assert independent reproduction.

### Hungarian-Reward

Revenue: 18901. Result ID: 6a4dfd1060b88bb339d7342c.

[Reporting paper](<https://www.sota2.com/research/paper/6a4dd98c4da6617fe9198b07.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa3cd51e209131ce8ddde3.md>)

Recorded evaluation configuration: {"Fleet Size":"200"}. This record does not assert independent reproduction.

### Greedy-Nearest

Revenue: 17401. Result ID: 6a4dfd1060b88bb339d73428.

[Reporting paper](<https://www.sota2.com/research/paper/6a4dd98c4da6617fe9198b07.md>)

Recorded evaluation configuration: {"Fleet Size":"200"}. This record does not assert independent reproduction.

### Greedy-Reward

Revenue: 7876. Result ID: 6a4dfd1060b88bb339d73429.

[Reporting paper](<https://www.sota2.com/research/paper/6a4dd98c4da6617fe9198b07.md>)

Recorded evaluation configuration: {"Fleet Size":"200"}. This record does not assert independent reproduction.

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