# Person Re-identification on CRL-ReID 5-step

Source: [Person Re-identification on CRL-ReID 5-step](<https://www.sota2.com/research/sota/person-re-identification-on-crl-reid-5-step>)

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

Data updated: 2026-02-26T06:09:24.195Z

Evaluation of Person Re-identification performance on the CRL-ReID 5-step dataset, typically measured using mAP and Rank-1 accuracy.

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) | CRL-ReID 5-step |
| 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-crl-reid-5-step.md?metric=mAP>): Higher is better; unit: PERCENT.

- [Rank-1 Acc](<https://www.sota2.com/research/sota/person-re-identification-on-crl-reid-5-step.md?metric=Rank-1%20Acc>): Higher is better; unit: PERCENT.

## Recorded results

| Method | mAP | Result date | Report paper |
| --- | --- | --- | --- |
| Joint-CE-T | 66.7 | Not recorded | 68fa69901e209131cea22ae5 |
| Joint-CE | 64.8 | Not recorded | 68fa69901e209131cea22ae5 |
| AKA | 64.2 | Not recorded | 68fa69901e209131cea22ae5 |
| CRL-T | 51.5 | Not recorded | 68fa69901e209131cea22ae5 |
| CRL | 51.2 | Not recorded | 68fa69901e209131cea22ae5 |
| LwF | 48.7 | Not recorded | 68fa69901e209131cea22ae5 |
| SPD | 47.1 | Not recorded | 68fa69901e209131cea22ae5 |
| SFT-T | 44.7 | Not recorded | 68fa69901e209131cea22ae5 |
| SFT | 44.2 | Not recorded | 68fa69901e209131cea22ae5 |

### Joint-CE-T

mAP: 66.7. Result ID: 698db7458b517eb4332348aa.

[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: 64.8. Result ID: 698db7458b517eb4332348a9.

[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: 64.2. Result ID: 698db7458b517eb4332348a8.

[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: 51.5. Result ID: 698db7458b517eb4332348a7.

[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: 51.2. Result ID: 698db7458b517eb4332348a6.

[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: 48.7. Result ID: 698db7458b517eb4332348a5.

[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.

### SPD

mAP: 47.1. Result ID: 698db7458b517eb4332348a4.

[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-T

mAP: 44.7. Result ID: 698db7458b517eb4332348a3.

[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.

### SFT

mAP: 44.2. Result ID: 698db7458b517eb4332348a2.

[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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