# Dimension Estimation on KITTI (train val 1)

Source: [Dimension Estimation on KITTI (train val 1)](<https://www.sota2.com/research/sota/dimension-estimation-on-kitti-train-val-1>)

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

Data updated: 2026-02-26T05:35:23.972Z

Evaluation of Dimension Estimation performance on the train/validation split 1 of the KITTI dataset, measured using Average Error.

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 | Dimension Estimation |
| Dataset (including any stated split) | KITTI (train val 1) |
| Metric | Average Error |
| Unit | SCALAR |
| Direction | Lower 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

- [Average Error](<https://www.sota2.com/research/sota/dimension-estimation-on-kitti-train-val-1.md?metric=Average%20Error>): Lower is better; unit: SCALAR.

## Recorded results

| Method | Average Error | Result date | Report paper |
| --- | --- | --- | --- |
| FQNet | 0.1698 | Not recorded | 68fa65e01e209131cea0d0cc |
| 3DOP | 0.3527 | Not recorded | 68fa65e01e209131cea0d0cc |
| Mono3D | 0.4251 | Not recorded | 68fa65e01e209131cea0d0cc |

### FQNet

Average Error: 0.1698. Result ID: 698ccfe78b517eb4331ce8af.

[Reporting paper](<https://www.sota2.com/research/paper/68fa65e01e209131cea0d0cc.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa65e01e209131cea0d0cc.md>)

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

### 3DOP

Average Error: 0.3527. Result ID: 698ccfe78b517eb4331ce8ad.

[Reporting paper](<https://www.sota2.com/research/paper/68fa65e01e209131cea0d0cc.md>)

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

### Mono3D

Average Error: 0.4251. Result ID: 698ccfe78b517eb4331ce8ae.

[Reporting paper](<https://www.sota2.com/research/paper/68fa65e01e209131cea0d0cc.md>)

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

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