# Radar Object Detection on ROD City Street 2021

Source: [Radar Object Detection on ROD City Street 2021](<https://www.sota2.com/research/sota/radar-object-detection-on-rod-city-street-2021>)

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

Data updated: 2026-02-26T06:09:40.379Z

Evaluation of Radar Object Detection performance on the ROD City Street 2021 dataset, reporting mAP and AP@0.5 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 | Radar Object Detection |
| Dataset (including any stated split) | ROD City Street 2021 |
| Metric | mAP |
| 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

- [mAP](<https://www.sota2.com/research/sota/radar-object-detection-on-rod-city-street-2021.md?metric=mAP>): Higher is better; unit: PERCENT.

- [AP@0.5](<https://www.sota2.com/research/sota/radar-object-detection-on-rod-city-street-2021.md?metric=AP%400.5>): Higher is better; unit: PERCENT.

## Recorded results

| Method | mAP | Result date | Report paper |
| --- | --- | --- | --- |
| Ours | 21.01 | Not recorded | 6965d1866343fa78c832355d |
| RAMP-CNN | 18.25 | Not recorded | 6965d1866343fa78c832355d |
| RODNet | 17.71 | Not recorded | 6965d1866343fa78c832355d |

### Ours

mAP: 21.01. Result ID: 6997d1a05698665ec429310c.

[Reporting paper](<https://www.sota2.com/research/paper/6965d1866343fa78c832355d.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6965d1866343fa78c832355d.md>)

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

### RAMP-CNN

mAP: 18.25. Result ID: 6997d1a05698665ec429310b.

[Reporting paper](<https://www.sota2.com/research/paper/6965d1866343fa78c832355d.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6c611e209131cea33b3f.md>)

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

### RODNet

mAP: 17.71. Result ID: 6997d1a05698665ec429310a.

[Reporting paper](<https://www.sota2.com/research/paper/6965d1866343fa78c832355d.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6a571e209131cea27896.md>)

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

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