# Crowd Tracking on DroneCrowd 1.0 (test) Source: [Crowd Tracking on DroneCrowd 1.0 (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T06:05:49.155Z Evaluation of crowd tracking performance on the test split of the DroneCrowd 1.0 dataset, measured using T-mAP and various T-AP 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 | Crowd Tracking | | Dataset (including any stated split) | DroneCrowd 1.0 (test) | | Metric | T-mAP | | Unit | PERCENT | | 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 - [T-mAP](): Higher is better; unit: PERCENT. - [T-AP@0.10](): Higher is better; unit: PERCENT. - [T-AP@0.15](): Higher is better; unit: PERCENT. - [T-AP@0.20](): Higher is better; unit: PERCENT. ## Recorded results | Method | T-mAP | Result date | Report paper | | --- | --- | --- | --- | | STNNet (w/o cyc) | 32.5 | Not recorded | 68fa69ec1e209131cea24f40 | | STNNet | 32.32 | Not recorded | 68fa69ec1e209131cea24f40 | | STNNet (w/o rel) | 32.26 | Not recorded | 68fa69ec1e209131cea24f40 | | STNNet (w/o rel) | 31.6 | Not recorded | 68fa69ec1e209131cea24f40 | | STNNet | 31.58 | Not recorded | 68fa69ec1e209131cea24f40 | | STNNet (w/o ass) | 31.44 | Not recorded | 68fa69ec1e209131cea24f40 | | STNNet (w/o cyc) | 31.44 | Not recorded | 68fa69ec1e209131cea24f40 | | STNNet (w/o ass) | 30.9 | Not recorded | 68fa69ec1e209131cea24f40 | | STNNet (w/o loc) | 28.72 | Not recorded | 68fa69ec1e209131cea24f40 | | STNNet (w/o loc) | 28.55 | Not recorded | 68fa69ec1e209131cea24f40 | | DM-Count | 17.01 | Not recorded | 68fa69ec1e209131cea24f40 | | DM-Count | 16.54 | Not recorded | 68fa69ec1e209131cea24f40 | | CSRNet | 12.15 | Not recorded | 68fa69ec1e209131cea24f40 | | CSRNet | 11.66 | Not recorded | 68fa69ec1e209131cea24f40 | | MCNN | 9.16 | Not recorded | 68fa69ec1e209131cea24f40 | | MCNN | 8.96 | Not recorded | 68fa69ec1e209131cea24f40 | | CAN | 4.39 | Not recorded | 68fa69ec1e209131cea24f40 | | CAN | 4.13 | Not recorded | 68fa69ec1e209131cea24f40 | ### STNNet (w/o cyc) T-mAP: 32.5. Result ID: 698df509ffc3901de099c301. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Association Strategy":"min-cost flow"}. This record does not assert independent reproduction. ### STNNet T-mAP: 32.32. Result ID: 698df509ffc3901de099c303. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Association Strategy":"min-cost flow"}. This record does not assert independent reproduction. ### STNNet (w/o rel) T-mAP: 32.26. Result ID: 698df509ffc3901de099c2ff. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Association Strategy":"min-cost flow"}. This record does not assert independent reproduction. ### STNNet (w/o rel) T-mAP: 31.6. Result ID: 698df509ffc3901de099c300. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Association Strategy":"social-LSTM"}. This record does not assert independent reproduction. ### STNNet T-mAP: 31.58. Result ID: 698df509ffc3901de099c304. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Association Strategy":"social-LSTM"}. This record does not assert independent reproduction. ### STNNet (w/o ass) T-mAP: 31.44. Result ID: 698df509ffc3901de099c2fd. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Association Strategy":"min-cost flow"}. This record does not assert independent reproduction. ### STNNet (w/o cyc) T-mAP: 31.44. Result ID: 698df509ffc3901de099c302. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Association Strategy":"social-LSTM"}. This record does not assert independent reproduction. ### STNNet (w/o ass) T-mAP: 30.9. Result ID: 698df509ffc3901de099c2fe. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Association Strategy":"social-LSTM"}. This record does not assert independent reproduction. ### STNNet (w/o loc) T-mAP: 28.72. Result ID: 698df509ffc3901de099c2fb. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Association Strategy":"min-cost flow"}. This record does not assert independent reproduction. ### STNNet (w/o loc) T-mAP: 28.55. Result ID: 698df509ffc3901de099c2fc. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Association Strategy":"social-LSTM"}. This record does not assert independent reproduction. ### DM-Count T-mAP: 17.01. Result ID: 698df509ffc3901de099c2f9. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Association Strategy":"min-cost flow"}. This record does not assert independent reproduction. ### DM-Count T-mAP: 16.54. Result ID: 698df509ffc3901de099c2fa. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Association Strategy":"social-LSTM"}. This record does not assert independent reproduction. ### CSRNet T-mAP: 12.15. Result ID: 698df509ffc3901de099c2f7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Association Strategy":"min-cost flow"}. This record does not assert independent reproduction. ### CSRNet T-mAP: 11.66. Result ID: 698df509ffc3901de099c2f8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Association Strategy":"social-LSTM"}. This record does not assert independent reproduction. ### MCNN T-mAP: 9.16. Result ID: 698df509ffc3901de099c2f3. [Reporting paper]() Recorded evaluation configuration: {"Association Strategy":"min-cost flow"}. This record does not assert independent reproduction. ### MCNN T-mAP: 8.96. Result ID: 698df509ffc3901de099c2f4. [Reporting paper]() Recorded evaluation configuration: {"Association Strategy":"social-LSTM"}. This record does not assert independent reproduction. ### CAN T-mAP: 4.39. Result ID: 698df509ffc3901de099c2f5. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Association Strategy":"min-cost flow"}. This record does not assert independent reproduction. ### CAN T-mAP: 4.13. Result ID: 698df509ffc3901de099c2f6. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Association Strategy":"social-LSTM"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.