# Person Re-identification on DukeMTMC Order-2 (train)

Source: [Person Re-identification on DukeMTMC Order-2 (train)](<https://www.sota2.com/research/sota/person-re-identification-on-dukemtmc-order-2-train>)

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

Data updated: 2026-02-26T06:09:41.056Z

Evaluation of Person Re-identification performance using the Order-2 training split of the DukeMTMC dataset, typically measured using mAP and Rank-1 accuracy (R1).

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) | DukeMTMC Order-2 (train) |
| Metric | mAP |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 19 of 19 |
| 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

- [mAP](<https://www.sota2.com/research/sota/person-re-identification-on-dukemtmc-order-2-train.md?metric=mAP>): Higher is better; unit: PERCENT.

- [R1](<https://www.sota2.com/research/sota/person-re-identification-on-dukemtmc-order-2-train.md?metric=R1>): Higher is better; unit: PERCENT.

## Recorded results

| Method | mAP | Result date | Report paper |
| --- | --- | --- | --- |
| JointTrain | 60.4 | Not recorded | 6955ff9b53fdd5c36173e1f5 |
| PatchKD | 58.3 | Not recorded | 6955ff9b53fdd5c36173e1f5 |
| C2R\* | 54.7 | Not recorded | 6955ff9b53fdd5c36173e1f5 |
| Bi-C2R | 54 | Not recorded | 6955ff9b53fdd5c36173e1f5 |
| DKP | 53.4 | Not recorded | 6955ff9b53fdd5c36173e1f5 |
| Bi-C2R | 51.6 | Not recorded | 6955ff9b53fdd5c36173e1f5 |
| C2R\* | 51.1 | Not recorded | 6955ff9b53fdd5c36173e1f5 |
| LSTKC | 49.9 | Not recorded | 6955ff9b53fdd5c36173e1f5 |
| PatchKD | 46.5 | Not recorded | 6955ff9b53fdd5c36173e1f5 |
| CRL | 43.5 | Not recorded | 6955ff9b53fdd5c36173e1f5 |
| LwF | 42.7 | Not recorded | 6955ff9b53fdd5c36173e1f5 |
| AKA | 42.2 | Not recorded | 6955ff9b53fdd5c36173e1f5 |
| LSTKC | 41 | Not recorded | 6955ff9b53fdd5c36173e1f5 |
| DKP | 34.4 | Not recorded | 6955ff9b53fdd5c36173e1f5 |
| CVS | 29 | Not recorded | 6955ff9b53fdd5c36173e1f5 |
| SPD | 28.5 | Not recorded | 6955ff9b53fdd5c36173e1f5 |
| MEGE | 21.6 | Not recorded | 6955ff9b53fdd5c36173e1f5 |
| LwF | 15 | Not recorded | 6955ff9b53fdd5c36173e1f5 |
| AKA | 11.1 | Not recorded | 6955ff9b53fdd5c36173e1f5 |

### JointTrain

mAP: 60.4. Result ID: 6997f80f5698665ec4517437.

[Reporting paper](<https://www.sota2.com/research/paper/6955ff9b53fdd5c36173e1f5.md>)

Recorded evaluation configuration: {"Task":"General","Venue":"-","Training Order":"Order-2"}. This record does not assert independent reproduction.

### PatchKD

mAP: 58.3. Result ID: 6997f80f5698665ec451743d.

[Reporting paper](<https://www.sota2.com/research/paper/6955ff9b53fdd5c36173e1f5.md>)

Recorded evaluation configuration: {"Task":"L-ReID","Venue":"ACM MM 2022","Training Order":"Order-2"}. This record does not assert independent reproduction.

### C2R\*

mAP: 54.7. Result ID: 6997f80f5698665ec4517440.

[Reporting paper](<https://www.sota2.com/research/paper/6955ff9b53fdd5c36173e1f5.md>)

Recorded evaluation configuration: {"Task":"L-ReID","Venue":"CVPR 2024","Training Order":"Order-2"}. This record does not assert independent reproduction.

### Bi-C2R

mAP: 54. Result ID: 6997f80f5698665ec4517441.

[Reporting paper](<https://www.sota2.com/research/paper/6955ff9b53fdd5c36173e1f5.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6955ff9b53fdd5c36173e1f5.md>)

Recorded evaluation configuration: {"Task":"L-ReID","Venue":"This Paper","Training Order":"Order-2"}. This record does not assert independent reproduction.

### DKP

mAP: 53.4. Result ID: 6997f80f5698665ec451743f.

[Reporting paper](<https://www.sota2.com/research/paper/6955ff9b53fdd5c36173e1f5.md>)

Recorded evaluation configuration: {"Task":"L-ReID","Venue":"CVPR 2024","Training Order":"Order-2"}. This record does not assert independent reproduction.

### Bi-C2R

mAP: 51.6. Result ID: 6997f80f5698665ec4517449.

[Reporting paper](<https://www.sota2.com/research/paper/6955ff9b53fdd5c36173e1f5.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6955ff9b53fdd5c36173e1f5.md>)

Recorded evaluation configuration: {"Task":"RFL-ReID","Venue":"This Paper","Training Order":"Order-2"}. This record does not assert independent reproduction.

### C2R\*

mAP: 51.1. Result ID: 6997f80f5698665ec4517448.

[Reporting paper](<https://www.sota2.com/research/paper/6955ff9b53fdd5c36173e1f5.md>)

Recorded evaluation configuration: {"Task":"RFL-ReID","Venue":"CVPR 2024","Training Order":"Order-2"}. This record does not assert independent reproduction.

### LSTKC

mAP: 49.9. Result ID: 6997f80f5698665ec451743e.

[Reporting paper](<https://www.sota2.com/research/paper/6955ff9b53fdd5c36173e1f5.md>)

Recorded evaluation configuration: {"Task":"L-ReID","Venue":"AAAI 2024","Training Order":"Order-2"}. This record does not assert independent reproduction.

### PatchKD

mAP: 46.5. Result ID: 6997f80f5698665ec4517445.

[Reporting paper](<https://www.sota2.com/research/paper/6955ff9b53fdd5c36173e1f5.md>)

Recorded evaluation configuration: {"Task":"RFL-ReID","Venue":"ACM MM 2022","Training Order":"Order-2"}. This record does not assert independent reproduction.

### CRL

mAP: 43.5. Result ID: 6997f80f5698665ec451743a.

[Reporting paper](<https://www.sota2.com/research/paper/6955ff9b53fdd5c36173e1f5.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa696f1e209131cea22017.md>)

Recorded evaluation configuration: {"Task":"L-ReID","Venue":"WACV 2021","Training Order":"Order-2"}. This record does not assert independent reproduction.

### LwF

mAP: 42.7. Result ID: 6997f80f5698665ec4517439.

[Reporting paper](<https://www.sota2.com/research/paper/6955ff9b53fdd5c36173e1f5.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa63201e209131ce9fd0b3.md>)

Recorded evaluation configuration: {"Task":"L-ReID","Venue":"T-PAMI 2017","Training Order":"Order-2"}. This record does not assert independent reproduction.

### AKA

mAP: 42.2. Result ID: 6997f80f5698665ec451743b.

[Reporting paper](<https://www.sota2.com/research/paper/6955ff9b53fdd5c36173e1f5.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa69901e209131cea22ae5.md>)

[Implementation](<https://github.com/TPCD/LifelongReID>)

Recorded evaluation configuration: {"Task":"L-ReID","Venue":"CVPR 2021","Training Order":"Order-2"}. This record does not assert independent reproduction.

### LSTKC

mAP: 41. Result ID: 6997f80f5698665ec4517446.

[Reporting paper](<https://www.sota2.com/research/paper/6955ff9b53fdd5c36173e1f5.md>)

Recorded evaluation configuration: {"Task":"RFL-ReID","Venue":"AAAI 2024","Training Order":"Order-2"}. This record does not assert independent reproduction.

### DKP

mAP: 34.4. Result ID: 6997f80f5698665ec4517447.

[Reporting paper](<https://www.sota2.com/research/paper/6955ff9b53fdd5c36173e1f5.md>)

Recorded evaluation configuration: {"Task":"RFL-ReID","Venue":"CVPR 2024","Training Order":"Order-2"}. This record does not assert independent reproduction.

### CVS

mAP: 29. Result ID: 6997f80f5698665ec4517444.

[Reporting paper](<https://www.sota2.com/research/paper/6955ff9b53fdd5c36173e1f5.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6ca51e209131cea352f7.md>)

[Implementation](<https://github.com/ivclab/CVS>)

Recorded evaluation configuration: {"Task":"RFL-ReID","Venue":"CVPR 2022","Training Order":"Order-2"}. This record does not assert independent reproduction.

### SPD

mAP: 28.5. Result ID: 6997f80f5698665ec4517438.

[Reporting paper](<https://www.sota2.com/research/paper/6955ff9b53fdd5c36173e1f5.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa66211e209131cea0e8f0.md>)

Recorded evaluation configuration: {"Task":"L-ReID","Venue":"ICCV 2019","Training Order":"Order-2"}. This record does not assert independent reproduction.

### MEGE

mAP: 21.6. Result ID: 6997f80f5698665ec451743c.

[Reporting paper](<https://www.sota2.com/research/paper/6955ff9b53fdd5c36173e1f5.md>)

Recorded evaluation configuration: {"Task":"L-ReID","Venue":"T-PAMI 2023","Training Order":"Order-2"}. This record does not assert independent reproduction.

### LwF

mAP: 15. Result ID: 6997f80f5698665ec4517442.

[Reporting paper](<https://www.sota2.com/research/paper/6955ff9b53fdd5c36173e1f5.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa63201e209131ce9fd0b3.md>)

Recorded evaluation configuration: {"Task":"RFL-ReID","Venue":"T-PAMI 2017","Training Order":"Order-2"}. This record does not assert independent reproduction.

### AKA

mAP: 11.1. Result ID: 6997f80f5698665ec4517443.

[Reporting paper](<https://www.sota2.com/research/paper/6955ff9b53fdd5c36173e1f5.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa69901e209131cea22ae5.md>)

[Implementation](<https://github.com/TPCD/LifelongReID>)

Recorded evaluation configuration: {"Task":"RFL-ReID","Venue":"CVPR 2021","Training Order":"Order-2"}. This record does not assert independent reproduction.

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