# Person Re-identification on LReID-Unseen MA-\>SY-\>DU-\>MS-\>CU (generalisation)

Source: [Person Re-identification on LReID-Unseen MA-\>SY-\>DU-\>MS-\>CU (generalisation)](<https://www.sota2.com/research/sota/person-re-identification-on-lreid-unseen-ma-sy-du-ms-cu-generalisation>)

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

Data updated: 2026-02-26T06:09:24.373Z

Evaluation of Person Re-identification performance on the LReID dataset, specifically testing generalization capabilities across multiple source and target domains (MA, SY, DU, MS, CU). Key metrics are mAP and Rank-1.

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) | LReID-Unseen MA-\>SY-\>DU-\>MS-\>CU (generalisation) |
| Metric | mAP |
| 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

- [mAP](<https://www.sota2.com/research/sota/person-re-identification-on-lreid-unseen-ma-sy-du-ms-cu-generalisation.md?metric=mAP>): Higher is better; unit: PERCENT.

- [Rank-1](<https://www.sota2.com/research/sota/person-re-identification-on-lreid-unseen-ma-sy-du-ms-cu-generalisation.md?metric=Rank-1>): Higher is better; unit: PERCENT.

## Recorded results

| Method | mAP | Result date | Report paper |
| --- | --- | --- | --- |
| Joint-CE-T | 53.5 | Not recorded | 68fa69901e209131cea22ae5 |
| Joint-CE | 50.6 | Not recorded | 68fa69901e209131cea22ae5 |
| AKA | 44.3 | Not recorded | 68fa69901e209131cea22ae5 |
| CRL-T | 39.6 | Not recorded | 68fa69901e209131cea22ae5 |
| CRL | 38.5 | Not recorded | 68fa69901e209131cea22ae5 |
| LwF | 38.3 | Not recorded | 68fa69901e209131cea22ae5 |
| SFT-T | 37.1 | Not recorded | 68fa69901e209131cea22ae5 |
| SPD | 36.3 | Not recorded | 68fa69901e209131cea22ae5 |
| SFT | 35.2 | Not recorded | 68fa69901e209131cea22ae5 |

### Joint-CE-T

mAP: 53.5. Result ID: 698db7458b517eb4332348bc.

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

[Method origin paper](<https://www.sota2.com/research/paper/68fa63cf1e209131cea00c92.md>)

Recorded evaluation configuration: {"Type":"Joint training upper bound"}. This record does not assert independent reproduction.

### Joint-CE

mAP: 50.6. Result ID: 698db7458b517eb4332348bb.

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

Recorded evaluation configuration: {"Type":"Joint training upper bound"}. This record does not assert independent reproduction.

### AKA

mAP: 44.3. Result ID: 698db7458b517eb4332348ba.

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

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

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

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

### CRL-T

mAP: 39.6. Result ID: 698db7458b517eb4332348b9.

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

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

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

### CRL

mAP: 38.5. Result ID: 698db7458b517eb4332348b8.

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

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

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

### LwF

mAP: 38.3. Result ID: 698db7458b517eb4332348b7.

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

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

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

### SFT-T

mAP: 37.1. Result ID: 698db7458b517eb4332348b5.

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

[Method origin paper](<https://www.sota2.com/research/paper/68fa65be1e209131cea0c1cb.md>)

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

### SPD

mAP: 36.3. Result ID: 698db7458b517eb4332348b6.

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

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

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

### SFT

mAP: 35.2. Result ID: 698db7458b517eb4332348b4.

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

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

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