# Object Detection on COCO Person (without small person instances) 2017 (minival)

Source: [Object Detection on COCO Person (without small person instances) 2017 (minival)](<https://www.sota2.com/research/sota/object-detection-on-coco-person-without-small-person-instances-2017-minival>)

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

Data updated: 2026-02-26T06:09:28.889Z

Evaluation of Object Detection performance on the COCO 2017 minival split, specifically restricted to person instances excluding small instances.

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) | COCO Person (without small person instances) 2017 (minival) |
| 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-coco-person-without-small-person-instances-2017-minival.md?metric=mAP>): Higher is better; unit: PERCENT.

## Recorded results

| Method | mAP | Result date | Report paper |
| --- | --- | --- | --- |
| HCQNet | 69.2 | Not recorded | 68fa6ec91e209131cea421cb |
| HCQNet | 68.9 | Not recorded | 68fa6ec91e209131cea421cb |

### HCQNet

mAP: 69.2. Result ID: 69905a323a6c314849ffec34.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6ec91e209131cea421cb.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6ec91e209131cea421cb.md>)

Recorded evaluation configuration: {"Backbone":"Swin-B","Evaluation Protocol":"Fine-tuned"}. This record does not assert independent reproduction.

### HCQNet

mAP: 68.9. Result ID: 69905a323a6c314849ffec33.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6ec91e209131cea421cb.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6ec91e209131cea421cb.md>)

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

Page 1 of 1. This is an index page, not the full collection.
