# Object Detection on CrowdHuman (AP50, mMR, Recall)

Source: [Object Detection on CrowdHuman (AP50, mMR, Recall)](<https://www.sota2.com/research/sota/object-detection-on-crowdhuman-ap50-mmr-recall>)

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

Data updated: 2026-02-26T05:23:19.836Z

Evaluation of Object Detection performance on the CrowdHuman dataset, reporting AP50, mMR, and Recall.

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 | Object Detection |
| Dataset (including any stated split) | CrowdHuman |
| Metric | AP50 |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 3 of 3 |
| 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

- [AP50](<https://www.sota2.com/research/sota/object-detection-on-crowdhuman-ap50-mmr-recall.md?metric=AP50>): Higher is better; unit: PERCENT.

- [mMR](<https://www.sota2.com/research/sota/object-detection-on-crowdhuman-ap50-mmr-recall.md?metric=mMR>): Lower is better; unit: PERCENT.

- [Recall](<https://www.sota2.com/research/sota/object-detection-on-crowdhuman-ap50-mmr-recall.md?metric=Recall>): Higher is better; unit: PERCENT.

## Recorded results

| Method | AP50 | Result date | Report paper |
| --- | --- | --- | --- |
| DiffusionDet | 91.4 | Not recorded | 6965d1996343fa78c8323676 |
| DETR | 66.1 | Not recorded | 6965d1996343fa78c8323676 |
| GenDet | 52.3 | Not recorded | 6965d1996343fa78c8323676 |

### DiffusionDet

AP50: 91.4. Result ID: 6997cafc5698665ec42219a9.

[Reporting paper](<https://www.sota2.com/research/paper/6965d1996343fa78c8323676.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa70571e209131cea4a698.md>)

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

### DETR

AP50: 66.1. Result ID: 6997cafc5698665ec42219a8.

[Reporting paper](<https://www.sota2.com/research/paper/6965d1996343fa78c8323676.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa67ad1e209131cea17bce.md>)

[Implementation](<https://github.com/facebookresearch/detr>)

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

### GenDet

AP50: 52.3. Result ID: 6997cafc5698665ec42219aa.

[Reporting paper](<https://www.sota2.com/research/paper/6965d1996343fa78c8323676.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6965d1996343fa78c8323676.md>)

Recorded evaluation configuration: {"Post-processing":"Feature-based"}. This record does not assert independent reproduction.

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