# Object Detection on OpenImages Challenge Public 2019 (test)

Source: [Object Detection on OpenImages Challenge Public 2019 (test)](<https://www.sota2.com/research/sota/object-detection-on-openimages-challenge-public-2019-test>)

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

Data updated: 2026-02-26T06:09:26.623Z

Evaluation of Object Detection performance on the test split of the Open Images Challenge Public 2019 dataset, reporting mAP.

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) | OpenImages Challenge Public 2019 (test) |
| Metric | mAP |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 2 of 2 |
| 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/object-detection-on-openimages-challenge-public-2019-test.md?metric=mAP>): Higher is better; unit: PERCENT.

## Recorded results

| Method | mAP | Result date | Report paper |
| --- | --- | --- | --- |
| UniDet | 60.6 | Not recorded | 68fa6c661e209131cea33d7c |
| TSD | 60.5 | Not recorded | 68fa6c661e209131cea33d7c |

### UniDet

mAP: 60.6. Result ID: 698f10b33a6c314849f56537.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6c661e209131cea33d7c.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6c661e209131cea33d7c.md>)

[Implementation](<https://github.com/xingyizhou/UniDet>)

Recorded evaluation configuration: {"Backbone":"ResNeSt200"}. This record does not assert independent reproduction.

### TSD

mAP: 60.5. Result ID: 698f10b33a6c314849f56538.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6c661e209131cea33d7c.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa67351e209131cea14c2c.md>)

Recorded evaluation configuration: {"Backbone":"SENet154-DCN"}. This record does not assert independent reproduction.

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