# 3D Lane Detection on 3D Lane Synthetic Dataset SVV 2020

Source: [3D Lane Detection on 3D Lane Synthetic Dataset SVV 2020](<https://www.sota2.com/research/sota/3d-lane-detection-on-3d-lane-synthetic-dataset-svv-2020>)

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

Data updated: 2026-02-26T05:42:39.983Z

Evaluation of 3D Lane Detection performance on the Scenes with Visual Variations (SVV) 2020 split of the 3D Lane Synthetic Dataset, utilizing F-Score, AP, X/Z spatial errors, and orientation metrics (Height/Pitch).

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 | 3D Lane Detection |
| Dataset (including any stated split) | 3D Lane Synthetic Dataset Scenes with Visual Variations (SVV) 2020 |
| Metric | F-Score |
| 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

- [F-Score](<https://www.sota2.com/research/sota/3d-lane-detection-on-3d-lane-synthetic-dataset-svv-2020.md?metric=F-Score>): Higher is better; unit: PERCENT.

- [Height Error](<https://www.sota2.com/research/sota/3d-lane-detection-on-3d-lane-synthetic-dataset-svv-2020.md?metric=Height%20Error>): Lower is better; unit: SCALAR.

- [Pitch Error](<https://www.sota2.com/research/sota/3d-lane-detection-on-3d-lane-synthetic-dataset-svv-2020.md?metric=Pitch%20Error>): Lower is better; unit: SCALAR.

- [AP](<https://www.sota2.com/research/sota/3d-lane-detection-on-3d-lane-synthetic-dataset-svv-2020.md?metric=AP>): Higher is better; unit: PERCENT.

- [X Error (near)](<https://www.sota2.com/research/sota/3d-lane-detection-on-3d-lane-synthetic-dataset-svv-2020.md?metric=X%20Error%20(near)>): Lower is better; unit: SCALAR.

- [X Error (far)](<https://www.sota2.com/research/sota/3d-lane-detection-on-3d-lane-synthetic-dataset-svv-2020.md?metric=X%20Error%20(far)>): Lower is better; unit: SCALAR.

- [Z Error (near)](<https://www.sota2.com/research/sota/3d-lane-detection-on-3d-lane-synthetic-dataset-svv-2020.md?metric=Z%20Error%20(near)>): Lower is better; unit: SCALAR.

- [Z Error (far)](<https://www.sota2.com/research/sota/3d-lane-detection-on-3d-lane-synthetic-dataset-svv-2020.md?metric=Z%20Error%20(far)>): Lower is better; unit: SCALAR.

## Recorded results

| Method | F-Score | Result date | Report paper |
| --- | --- | --- | --- |
| CLGo | 87.3 | Not recorded | 68fa6b871e209131cea2edf2 |
| Gen-LaneNet | 85.3 | Not recorded | 68fa6b871e209131cea2edf2 |
| Stage 1 | 84.2 | Not recorded | 68fa6b871e209131cea2edf2 |
| 3D-LaneNet | 72.5 | Not recorded | 68fa6b871e209131cea2edf2 |

### CLGo

F-Score: 87.3. Result ID: 698e949bffc3901de09ed67d.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6b871e209131cea2edf2.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6b871e209131cea2edf2.md>)

[Implementation](<https://github.com/liuruijin17/CLGo>)

Recorded evaluation configuration: {"Camera Pose":"PD"}. This record does not assert independent reproduction.

### Gen-LaneNet

F-Score: 85.3. Result ID: 698e949bffc3901de09ed67b.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6b871e209131cea2edf2.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa68c41e209131cea1e3ca.md>)

[Implementation](<https://github.com/yuliangguo/3D_Lane_Synthetic_Dataset>)

Recorded evaluation configuration: {"Camera Pose":"GT"}. This record does not assert independent reproduction.

### Stage 1

F-Score: 84.2. Result ID: 698e949bffc3901de09ed67c.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6b871e209131cea2edf2.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6b871e209131cea2edf2.md>)

[Implementation](<https://github.com/liuruijin17/CLGo>)

Recorded evaluation configuration: {"Camera Pose":"None"}. This record does not assert independent reproduction.

### 3D-LaneNet

F-Score: 72.5. Result ID: 698e949bffc3901de09ed67a.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6b871e209131cea2edf2.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa66541e209131cea0f814.md>)

[Implementation](<https://sites.google.com/view/danlevi/3dlanes>)

Recorded evaluation configuration: {"Camera Pose":"GT"}. This record does not assert independent reproduction.

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