# Text-to-Image Person Re-Identification on ICFG-PEDES 1.0 (test)

Source: [Text-to-Image Person Re-Identification on ICFG-PEDES 1.0 (test)](<https://www.sota2.com/research/sota/text-to-image-person-re-identification-on-icfg-pedes-1-0-test>)

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

Data updated: 2026-02-26T06:01:00.766Z

Evaluation of Text-to-Image Person Re-Identification performance on the test split of the ICFG-PEDES 1.0 dataset, using Rank-1, Rank-5, Rank-10, mAP, and mINP metrics.

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 | Text-to-Image Person Re-Identification |
| Dataset (including any stated split) | ICFG-PEDES 1.0 (test) |
| Metric | Rank-1 |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 4 of 4 |
| 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/text-to-image-person-re-identification-on-icfg-pedes-1-0-test.md?metric=Rank-1>): Higher is better; unit: PERCENT.

- [Rank-5](<https://www.sota2.com/research/sota/text-to-image-person-re-identification-on-icfg-pedes-1-0-test.md?metric=Rank-5>): Higher is better; unit: PERCENT.

- [Rank-10](<https://www.sota2.com/research/sota/text-to-image-person-re-identification-on-icfg-pedes-1-0-test.md?metric=Rank-10>): Higher is better; unit: PERCENT.

- [mAP](<https://www.sota2.com/research/sota/text-to-image-person-re-identification-on-icfg-pedes-1-0-test.md?metric=mAP>): Higher is better; unit: PERCENT.

- [mINP](<https://www.sota2.com/research/sota/text-to-image-person-re-identification-on-icfg-pedes-1-0-test.md?metric=mINP>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Rank-1 | Result date | Report paper |
| --- | --- | --- | --- |
| ICL | 47.83 | Not recorded | 68fa795b1e209131cea7d3d8 |
| ICL | 43.1 | Not recorded | 68fa795b1e209131cea7d3d8 |
| RDE | 40.37 | Not recorded | 68fa795b1e209131cea7d3d8 |
| IRRA | 34.52 | Not recorded | 68fa795b1e209131cea7d3d8 |

### ICL

Rank-1: 47.83. Result ID: 6995dc523badfaffe6e2facc.

[Reporting paper](<https://www.sota2.com/research/paper/68fa795b1e209131cea7d3d8.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa795b1e209131cea7d3d8.md>)

[Implementation](<https://github.com/QinYang79/ICL>)

Recorded evaluation configuration: {"Source Training Set":"UFine6926","Task-specific Human-centric Interaction (THI)":true}. This record does not assert independent reproduction.

### ICL

Rank-1: 43.1. Result ID: 6995dc523badfaffe6e2facb.

[Reporting paper](<https://www.sota2.com/research/paper/68fa795b1e209131cea7d3d8.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa795b1e209131cea7d3d8.md>)

[Implementation](<https://github.com/QinYang79/ICL>)

Recorded evaluation configuration: {"Source Training Set":"UFine6926","Task-specific Human-centric Interaction (THI)":false}. This record does not assert independent reproduction.

### RDE

Rank-1: 40.37. Result ID: 6995dc523badfaffe6e2faca.

[Reporting paper](<https://www.sota2.com/research/paper/68fa795b1e209131cea7d3d8.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa72ac1e209131cea57c03.md>)

[Implementation](<https://github.com/QinYang79/RDE>)

Recorded evaluation configuration: {"Source Training Set":"UFine6926","Task-specific Human-centric Interaction (THI)":false}. This record does not assert independent reproduction.

### IRRA

Rank-1: 34.52. Result ID: 6995dc523badfaffe6e2fac9.

[Reporting paper](<https://www.sota2.com/research/paper/68fa795b1e209131cea7d3d8.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6ecd1e209131cea423e9.md>)

[Implementation](<https://github.com/anosorae/IRRA>)

Recorded evaluation configuration: {"Source Training Set":"UFine6926","Task-specific Human-centric Interaction (THI)":false}. This record does not assert independent reproduction.

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