# Person Re-identification on P-DukeMTMC-reID standard (test) Source: [Person Re-identification on P-DukeMTMC-reID standard (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T06:00:59.752Z Evaluation of Person Re-identification performance on the specific 'standard (test)' split of the P-DukeMTMC-reID dataset, typically measured using Rank-1, Rank-5, Rank-10, and mAP. 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 | Person Re-identification | | Dataset (including any stated split) | P-DukeMTMC-reID standard (test) | | Metric | Rank-1 | | Unit | PERCENT | | 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 - [Rank-1](): Higher is better; unit: PERCENT. - [Rank-5](): Higher is better; unit: PERCENT. - [Rank-10](): Higher is better; unit: PERCENT. - [mAP](): Higher is better; unit: PERCENT. ## Recorded results | Method | Rank-1 | Result date | Report paper | | --- | --- | --- | --- | | MHSA-Net\* | 70.7 | Not recorded | 68fa6c5a1e209131cea33856 | | MHSA-Net | 69.6 | Not recorded | 68fa6c5a1e209131cea33856 | | MHSA-Net^- | 67.9 | Not recorded | 68fa6c5a1e209131cea33856 | | Baseline | 61 | Not recorded | 68fa6c5a1e209131cea33856 | | PVPM+Aug | 51.5 | Not recorded | 68fa6c5a1e209131cea33856 | | PGFA | 44.2 | Not recorded | 68fa6c5a1e209131cea33856 | | PCB | 43.6 | Not recorded | 68fa6c5a1e209131cea33856 | | PCB+RPP | 40.4 | Not recorded | 68fa6c5a1e209131cea33856 | | OSNet | 33.7 | Not recorded | 68fa6c5a1e209131cea33856 | ### MHSA-Net\* Rank-1: 70.7. Result ID: 698f09703a6c314849f5236b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"K":8,"Local feature selection":"only use the key local feature p\*(x) from MHSAB+ACM"}. This record does not assert independent reproduction. ### MHSA-Net Rank-1: 69.6. Result ID: 698f09703a6c314849f5236d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"K":8}. This record does not assert independent reproduction. ### MHSA-Net^- Rank-1: 67.9. Result ID: 698f09703a6c314849f5236c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"K":8,"Training loss configuration":"drop the LCE in the training process"}. This record does not assert independent reproduction. ### Baseline Rank-1: 61. Result ID: 698f09703a6c314849f5236a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### PVPM+Aug Rank-1: 51.5. Result ID: 698f09703a6c314849f52369. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Data augmentation":"true"}. This record does not assert independent reproduction. ### PGFA Rank-1: 44.2. Result ID: 698f09703a6c314849f52368. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### PCB Rank-1: 43.6. Result ID: 698f09703a6c314849f52367. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### PCB+RPP Rank-1: 40.4. Result ID: 698f09703a6c314849f52366. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### OSNet Rank-1: 33.7. Result ID: 698f09703a6c314849f52365. [Reporting paper]() [Method origin paper]() [Implementation]() 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.