# LiDAR SLAM on Sequential trajectories simulation (Robot 1)

Source: [LiDAR SLAM on Sequential trajectories simulation (Robot 1)](<https://www.sota2.com/research/sota/lidar-slam-on-sequential-trajectories-simulation-robot-1>)

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

Data updated: 2026-05-26T09:58:51.853Z

Evaluation of LiDAR SLAM performance on the Sequential trajectories simulation (Robot 1) dataset, reporting Trajectory Position RMSE.

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 | LiDAR SLAM |
| Dataset (including any stated split) | Sequential trajectories simulation (Robot 1) |
| Metric | Trajectory Position RMSE (m) |
| 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

- [Trajectory Position RMSE (m)](<https://www.sota2.com/research/sota/lidar-slam-on-sequential-trajectories-simulation-robot-1.md?metric=Trajectory%20Position%20RMSE%20(m)>): Lower is better; unit: SCALAR.

## Recorded results

| Method | Trajectory Position RMSE (m) | Result date | Report paper |
| --- | --- | --- | --- |
| the proposed decentralized LiDAR-SLAM system | 3.62 | Not recorded | 6a15291bdbd7150506f7df41 |
| LIO-SAM-odometry | 7.01 | Not recorded | 6a15291bdbd7150506f7df41 |
| DiSCo-SLAM | 7.09 | Not recorded | 6a15291bdbd7150506f7df41 |

### the proposed decentralized LiDAR-SLAM system

Trajectory Position RMSE (m): 3.62. Result ID: 6a156e03fbc373592c0d54a7.

[Reporting paper](<https://www.sota2.com/research/paper/6a15291bdbd7150506f7df41.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a15291bdbd7150506f7df41.md>)

Recorded evaluation configuration: {"PGO backend":"certifiably optimal","descriptor":"Scan-Context"}. This record does not assert independent reproduction.

### LIO-SAM-odometry

Trajectory Position RMSE (m): 7.01. Result ID: 6a156e03fbc373592c0d54a5.

[Reporting paper](<https://www.sota2.com/research/paper/6a15291bdbd7150506f7df41.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa67e91e209131cea1911c.md>)

Recorded evaluation configuration: {"loop closure":"false"}. This record does not assert independent reproduction.

### DiSCo-SLAM

Trajectory Position RMSE (m): 7.09. Result ID: 6a156e03fbc373592c0d54a6.

[Reporting paper](<https://www.sota2.com/research/paper/6a15291bdbd7150506f7df41.md>)

Recorded evaluation configuration: {"type":"distributed LiDAR-inertial SLAM","descriptor":"Scan-Context"}. This record does not assert independent reproduction.

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