# Person Re-identification on P-DukeMTMC-reID (supervised)

Source: [Person Re-identification on P-DukeMTMC-reID (supervised)](<https://www.sota2.com/research/sota/person-re-identification-on-p-dukemtmc-reid-supervised>)

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

Data updated: 2026-02-26T06:00:59.737Z

Evaluation of Person Re-identification performance on the supervised split of the P-DukeMTMC-reID dataset, typically measured using Rank metrics (R1, R5, R10) 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 (supervised) |
| Metric | Rank-1 |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 5 of 5 |
| 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](<https://www.sota2.com/research/sota/person-re-identification-on-p-dukemtmc-reid-supervised.md?metric=Rank-1>): Higher is better; unit: PERCENT.

- [Rank-5](<https://www.sota2.com/research/sota/person-re-identification-on-p-dukemtmc-reid-supervised.md?metric=Rank-5>): Higher is better; unit: PERCENT.

- [Rank-10](<https://www.sota2.com/research/sota/person-re-identification-on-p-dukemtmc-reid-supervised.md?metric=Rank-10>): Higher is better; unit: PERCENT.

- [mAP](<https://www.sota2.com/research/sota/person-re-identification-on-p-dukemtmc-reid-supervised.md?metric=mAP>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Rank-1 | Result date | Report paper |
| --- | --- | --- | --- |
| LDS-2(5) | 91.9 | Not recorded | 68fa6be41e209131cea30f1b |
| DML-2 | 90.5 | Not recorded | 68fa6be41e209131cea30f1b |
| Baseline | 88.2 | Not recorded | 68fa6be41e209131cea30f1b |
| PVPM | 85.1 | Not recorded | 68fa6be41e209131cea30f1b |
| PCB | 79.4 | Not recorded | 68fa6be41e209131cea30f1b |

### LDS-2(5)

Rank-1: 91.9. Result ID: 698ea893ffc3901de09f8b80.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6be41e209131cea30f1b.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6be41e209131cea30f1b.md>)

[Implementation](<https://git.openi.org.cn/zangxh/LDS.git>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### DML-2

Rank-1: 90.5. Result ID: 698ea893ffc3901de09f8b7f.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6be41e209131cea30f1b.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa636a1e209131ce9fe9b4.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### Baseline

Rank-1: 88.2. Result ID: 698ea893ffc3901de09f8b7e.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6be41e209131cea30f1b.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### PVPM

Rank-1: 85.1. Result ID: 698ea893ffc3901de09f8b7d.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6be41e209131cea30f1b.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa67551e209131cea15950.md>)

Recorded evaluation configuration: {"Venue":"CVPR2020"}. This record does not assert independent reproduction.

### PCB

Rank-1: 79.4. Result ID: 698ea893ffc3901de09f8b7c.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6be41e209131cea30f1b.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa63ec1e209131cea017e9.md>)

Recorded evaluation configuration: {"Venue":"ECCV2018"}. This record does not assert independent reproduction.

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