# Bounding Box Regression on KITTI 1589 predictions (80/20 split)

Source: [Bounding Box Regression on KITTI 1589 predictions (80/20 split)](<https://www.sota2.com/research/sota/bounding-box-regression-on-kitti-1589-predictions-80-20-split>)

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

Data updated: 2026-05-11T09:49:36.950Z

Evaluation of Bounding Box Regression performance on the 80/20 split subset of the KITTI dataset, using metrics such as Coverage, IoU, and Intensity Score.

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 | Bounding Box Regression |
| Dataset (including any stated split) | KITTI 1589 predictions (80/20 split) |
| Metric | Coverage |
| 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

- [Coverage](<https://www.sota2.com/research/sota/bounding-box-regression-on-kitti-1589-predictions-80-20-split.md?metric=Coverage>): Higher is better; unit: PERCENT.

- [IoU (%)](<https://www.sota2.com/research/sota/bounding-box-regression-on-kitti-1589-predictions-80-20-split.md?metric=IoU%20(%25)>): Higher is better; unit: PERCENT.

- [Intensity Score](<https://www.sota2.com/research/sota/bounding-box-regression-on-kitti-1589-predictions-80-20-split.md?metric=Intensity%20Score>): Higher is better; unit: SCALAR.

## Recorded results

| Method | Coverage | Result date | Report paper |
| --- | --- | --- | --- |
| Unscaled | 75 | Not recorded | 6a0162b1dbc836b87d823274 |
| Scaled LA | 72 | Not recorded | 6a0162b1dbc836b87d823274 |
| Scaled Rel. IR | 71 | Not recorded | 6a0162b1dbc836b87d823274 |
| Scaled Rel. IR PCo PC | 71 | Not recorded | 6a0162b1dbc836b87d823274 |

### Unscaled

Coverage: 75. Result ID: 6a01a57047f34ce924e3edf4.

[Reporting paper](<https://www.sota2.com/research/paper/6a0162b1dbc836b87d823274.md>)

Recorded evaluation configuration: {"alpha":"0.1","runs":"100"}. This record does not assert independent reproduction.

### Scaled LA

Coverage: 72. Result ID: 6a01a57047f34ce924e3edf5.

[Reporting paper](<https://www.sota2.com/research/paper/6a0162b1dbc836b87d823274.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a0162b1dbc836b87d823274.md>)

Recorded evaluation configuration: {"alpha":"0.1","runs":"100"}. This record does not assert independent reproduction.

### Scaled Rel. IR

Coverage: 71. Result ID: 6a01a57047f34ce924e3edf6.

[Reporting paper](<https://www.sota2.com/research/paper/6a0162b1dbc836b87d823274.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a0162b1dbc836b87d823274.md>)

Recorded evaluation configuration: {"alpha":"0.1","runs":"100"}. This record does not assert independent reproduction.

### Scaled Rel. IR PCo PC

Coverage: 71. Result ID: 6a01a57047f34ce924e3edf7.

[Reporting paper](<https://www.sota2.com/research/paper/6a0162b1dbc836b87d823274.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a0162b1dbc836b87d823274.md>)

Recorded evaluation configuration: {"alpha":"0.1","runs":"100"}. This record does not assert independent reproduction.

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