# Person Re-identification on MSMT17 Order-2 (train)

Source: [Person Re-identification on MSMT17 Order-2 (train)](<https://www.sota2.com/research/sota/person-re-identification-on-msmt17-order-2-train>)

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

Data updated: 2026-02-26T06:09:41.075Z

Evaluation of Person Re-identification performance using the Order-2 training split of the MSMT17 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) | MSMT17 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-msmt17-order-2-train.md?metric=mAP>): Higher is better; unit: PERCENT.

- [Rank-1 Acc](<https://www.sota2.com/research/sota/person-re-identification-on-msmt17-order-2-train.md?metric=Rank-1%20Acc>): Higher is better; unit: PERCENT.

## Recorded results

| Method | mAP | Result date | Report paper |
| --- | --- | --- | --- |
| JointTrain | 24.6 | Not recorded | 6955ff9b53fdd5c36173e1f5 |
| Bi-C2R | 18.7 | Not recorded | 6955ff9b53fdd5c36173e1f5 |
| C2R\* | 17.8 | Not recorded | 6955ff9b53fdd5c36173e1f5 |
| C2R\* | 17.7 | Not recorded | 6955ff9b53fdd5c36173e1f5 |
| Bi-C2R | 17.2 | Not recorded | 6955ff9b53fdd5c36173e1f5 |
| LSTKC | 16.3 | Not recorded | 6955ff9b53fdd5c36173e1f5 |
| LSTKC | 14.6 | Not recorded | 6955ff9b53fdd5c36173e1f5 |
| DKP | 14.5 | Not recorded | 6955ff9b53fdd5c36173e1f5 |
| DKP | 10.9 | Not recorded | 6955ff9b53fdd5c36173e1f5 |
| PatchKD | 6.4 | Not recorded | 6955ff9b53fdd5c36173e1f5 |
| AKA | 5.4 | Not recorded | 6955ff9b53fdd5c36173e1f5 |
| LwF | 5.1 | Not recorded | 6955ff9b53fdd5c36173e1f5 |
| CRL | 4.8 | Not recorded | 6955ff9b53fdd5c36173e1f5 |
| PatchKD | 4 | Not recorded | 6955ff9b53fdd5c36173e1f5 |
| SPD | 3.7 | Not recorded | 6955ff9b53fdd5c36173e1f5 |
| CVS | 3.5 | Not recorded | 6955ff9b53fdd5c36173e1f5 |
| MEGE | 3 | Not recorded | 6955ff9b53fdd5c36173e1f5 |
| AKA | 1.3 | Not recorded | 6955ff9b53fdd5c36173e1f5 |
| LwF | 1.2 | Not recorded | 6955ff9b53fdd5c36173e1f5 |

### JointTrain

mAP: 24.6. Result ID: 6997f80f5698665ec451744a.

[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.

### Bi-C2R

mAP: 18.7. Result ID: 6997f80f5698665ec451745c.

[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: 17.8. Result ID: 6997f80f5698665ec4517453.

[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.

### C2R\*

mAP: 17.7. Result ID: 6997f80f5698665ec451745b.

[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.

### Bi-C2R

mAP: 17.2. Result ID: 6997f80f5698665ec4517454.

[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.

### LSTKC

mAP: 16.3. Result ID: 6997f80f5698665ec4517459.

[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.

### LSTKC

mAP: 14.6. Result ID: 6997f80f5698665ec4517451.

[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.

### DKP

mAP: 14.5. Result ID: 6997f80f5698665ec4517452.

[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.

### DKP

mAP: 10.9. Result ID: 6997f80f5698665ec451745a.

[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.

### PatchKD

mAP: 6.4. Result ID: 6997f80f5698665ec4517450.

[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.

### AKA

mAP: 5.4. Result ID: 6997f80f5698665ec451744e.

[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.

### LwF

mAP: 5.1. Result ID: 6997f80f5698665ec451744c.

[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.

### CRL

mAP: 4.8. Result ID: 6997f80f5698665ec451744d.

[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.

### PatchKD

mAP: 4. Result ID: 6997f80f5698665ec4517458.

[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.

### SPD

mAP: 3.7. Result ID: 6997f80f5698665ec451744b.

[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.

### CVS

mAP: 3.5. Result ID: 6997f80f5698665ec4517457.

[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.

### MEGE

mAP: 3. Result ID: 6997f80f5698665ec451744f.

[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.

### AKA

mAP: 1.3. Result ID: 6997f80f5698665ec4517456.

[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.

### LwF

mAP: 1.2. Result ID: 6997f80f5698665ec4517455.

[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.

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