# Drone Dispatching on Drone Dispatch Synthetic 20 Drones / 100 Targets 1.0 (test) Source: [Drone Dispatching on Drone Dispatch Synthetic 20 Drones / 100 Targets 1.0 (test)]() Collection index: [llms.txt]() Data updated: 2026-07-08T07:32:48.332Z Evaluation of drone dispatching performance on the synthetic dataset featuring 20 drones and 100 targets (test split), measured by cumulative Reward 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 | Drone Dispatching | | Dataset (including any stated split) | Drone Dispatch Synthetic 20 Drones / 100 Targets 1.0 (test) | | Metric | Reward | | 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 - [Reward](): Higher is better; unit: SCALAR. - [Planning Time (ms)](): Lower is better; unit: TIME. ## Recorded results | Method | Reward | Result date | Report paper | | --- | --- | --- | --- | | Greedy-Efficiency | 3585 | Not recorded | 6a4dd98c4da6617fe9198b07 | | SA | 3542 | Not recorded | 6a4dd98c4da6617fe9198b07 | | GA | 3530 | Not recorded | 6a4dd98c4da6617fe9198b07 | | ALNS | 3502 | Not recorded | 6a4dd98c4da6617fe9198b07 | | Hungarian-Efficiency | 3485 | Not recorded | 6a4dd98c4da6617fe9198b07 | | Hungarian-Time | 3078 | Not recorded | 6a4dd98c4da6617fe9198b07 | | Greedy-Nearest | 3048 | Not recorded | 6a4dd98c4da6617fe9198b07 | | Greedy-Reward | 3004 | Not recorded | 6a4dd98c4da6617fe9198b07 | | Hungarian-Reward | 3003 | Not recorded | 6a4dd98c4da6617fe9198b07 | ### Greedy-Efficiency Reward: 3585. Result ID: 6a4dfd1060b88bb339d7340f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### SA Reward: 3542. Result ID: 6a4dfd1060b88bb339d73415. [Reporting paper]() Recorded evaluation configuration: {"population":"2","epoch":"100"}. This record does not assert independent reproduction. ### GA Reward: 3530. Result ID: 6a4dfd1060b88bb339d73414. [Reporting paper]() Recorded evaluation configuration: {"epoch":"100","population":"50"}. This record does not assert independent reproduction. ### ALNS Reward: 3502. Result ID: 6a4dfd1060b88bb339d73413. [Reporting paper]() Recorded evaluation configuration: {"iterations per step":"200"}. This record does not assert independent reproduction. ### Hungarian-Efficiency Reward: 3485. Result ID: 6a4dfd1060b88bb339d73412. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Hungarian-Time Reward: 3078. Result ID: 6a4dfd1060b88bb339d73410. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Greedy-Nearest Reward: 3048. Result ID: 6a4dfd1060b88bb339d7340d. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Greedy-Reward Reward: 3004. Result ID: 6a4dfd1060b88bb339d7340e. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Hungarian-Reward Reward: 3003. Result ID: 6a4dfd1060b88bb339d73411. [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.