# Odometry on R3LIVE main-building

Source: [Odometry on R3LIVE main-building](<https://www.sota2.com/research/sota/odometry-on-r3live-main-building>)

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

Data updated: 2026-03-18T08:21:50.526Z

Evaluation of Odometry performance on the R3LIVE main-building dataset, reporting End-to-End 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 | Odometry |
| Dataset (including any stated split) | R3LIVE main-building |
| Metric | End-to-End Error |
| Unit | SCALAR |
| Direction | Lower is better |
| Results loaded | 11 of 11 |
| 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

- [End-to-End Error](<https://www.sota2.com/research/sota/odometry-on-r3live-main-building.md?metric=End-to-End%20Error>): Lower is better; unit: SCALAR.

## Recorded results

| Method | End-to-End Error | Result date | Report paper |
| --- | --- | --- | --- |
| PA-LVIO | 0.06 | Not recorded | 69ba31af0636e5bf4afc0a23 |
| PA-LVIO | 0.08 | Not recorded | 69ba31af0636e5bf4afc0a23 |
| R3LIVE | 0.11 | Not recorded | 69ba31af0636e5bf4afc0a23 |
| PA-LVIO | 0.12 | Not recorded | 69ba31af0636e5bf4afc0a23 |
| PA-LVIO | 0.72 | Not recorded | 69ba31af0636e5bf4afc0a23 |
| PA-LVIO | 0.87 | Not recorded | 69ba31af0636e5bf4afc0a23 |
| LE-VINS | 0.96 | Not recorded | 69ba31af0636e5bf4afc0a23 |
| PA-LVIO | 0.96 | Not recorded | 69ba31af0636e5bf4afc0a23 |
| FF-LINS | 1.2 | Not recorded | 69ba31af0636e5bf4afc0a23 |
| FAST-LIVO2 | 1.27 | Not recorded | 69ba31af0636e5bf4afc0a23 |
| FAST-LIO2 | 1.38 | Not recorded | 69ba31af0636e5bf4afc0a23 |

### PA-LVIO

End-to-End Error: 0.06. Result ID: 69ba607e47f34ce924a4317d.

[Reporting paper](<https://www.sota2.com/research/paper/69ba31af0636e5bf4afc0a23.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69ba31af0636e5bf4afc0a23.md>)

Recorded evaluation configuration: {"F2M constraint":"marginalizing F2M"}. This record does not assert independent reproduction.

### PA-LVIO

End-to-End Error: 0.08. Result ID: 69ba607e47f34ce924a4317f.

[Reporting paper](<https://www.sota2.com/research/paper/69ba31af0636e5bf4afc0a23.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69ba31af0636e5bf4afc0a23.md>)

Recorded evaluation configuration: {"sensor modality":"LVIO"}. This record does not assert independent reproduction.

### R3LIVE

End-to-End Error: 0.11. Result ID: 69ba607e47f34ce924a43178.

[Reporting paper](<https://www.sota2.com/research/paper/69ba31af0636e5bf4afc0a23.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6ad41e209131cea2a9e9.md>)

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

### PA-LVIO

End-to-End Error: 0.12. Result ID: 69ba607e47f34ce924a4317b.

[Reporting paper](<https://www.sota2.com/research/paper/69ba31af0636e5bf4afc0a23.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69ba31af0636e5bf4afc0a23.md>)

Recorded evaluation configuration: {"sensor modality":"LIO"}. This record does not assert independent reproduction.

### PA-LVIO

End-to-End Error: 0.72. Result ID: 69ba607e47f34ce924a4317a.

[Reporting paper](<https://www.sota2.com/research/paper/69ba31af0636e5bf4afc0a23.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69ba31af0636e5bf4afc0a23.md>)

Recorded evaluation configuration: {"sensor modality":"VIO"}. This record does not assert independent reproduction.

### PA-LVIO

End-to-End Error: 0.87. Result ID: 69ba607e47f34ce924a4317e.

[Reporting paper](<https://www.sota2.com/research/paper/69ba31af0636e5bf4afc0a23.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69ba31af0636e5bf4afc0a23.md>)

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

### LE-VINS

End-to-End Error: 0.96. Result ID: 69ba607e47f34ce924a43177.

[Reporting paper](<https://www.sota2.com/research/paper/69ba31af0636e5bf4afc0a23.md>)

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

### PA-LVIO

End-to-End Error: 0.96. Result ID: 69ba607e47f34ce924a4317c.

[Reporting paper](<https://www.sota2.com/research/paper/69ba31af0636e5bf4afc0a23.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69ba31af0636e5bf4afc0a23.md>)

Recorded evaluation configuration: {"F2M constraint":"without F2M"}. This record does not assert independent reproduction.

### FF-LINS

End-to-End Error: 1.2. Result ID: 69ba607e47f34ce924a43175.

[Reporting paper](<https://www.sota2.com/research/paper/69ba31af0636e5bf4afc0a23.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa700a1e209131cea48cbd.md>)

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

### FAST-LIVO2

End-to-End Error: 1.27. Result ID: 69ba607e47f34ce924a43179.

[Reporting paper](<https://www.sota2.com/research/paper/69ba31af0636e5bf4afc0a23.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa74a81e209131cea6300f.md>)

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

### FAST-LIO2

End-to-End Error: 1.38. Result ID: 69ba607e47f34ce924a43176.

[Reporting paper](<https://www.sota2.com/research/paper/69ba31af0636e5bf4afc0a23.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6a5f1e209131cea27cc2.md>)

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

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