# Rolling Shutter SLAM on TUM-RSVI (10 sequences)

Source: [Rolling Shutter SLAM on TUM-RSVI (10 sequences)](<https://www.sota2.com/research/sota/rolling-shutter-slam-on-tum-rsvi-10-sequences>)

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

Data updated: 2026-02-26T06:01:10.176Z

Evaluation of Rolling Shutter Simultaneous Localization and Mapping (SLAM) performance using the 10 sequences provided in the TUM-RSVI dataset.

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 | Rolling Shutter SLAM |
| Dataset (including any stated split) | TUM-RSVI (10 sequences) |
| Metric | Realtime Factor (e) |
| Unit | SCALAR |
| Direction | Higher is better |
| Results loaded | 30 of 30 |
| 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

- [Realtime Factor (e)](<https://www.sota2.com/research/sota/rolling-shutter-slam-on-tum-rsvi-10-sequences.md?metric=Realtime%20Factor%20(e)>): Higher is better; unit: SCALAR.

- [Tracking Duration (s)](<https://www.sota2.com/research/sota/rolling-shutter-slam-on-tum-rsvi-10-sequences.md?metric=Tracking%20Duration%20(s)>): Lower is better; unit: TIME.

## Recorded results

| Method | Realtime Factor (e) | Result date | Report paper |
| --- | --- | --- | --- |
| Orb-SLAM | 1.61 | Not recorded | 68fa6f171e209131cea43d80 |
| Orb-SLAM | 1.61 | Not recorded | 68fa6f171e209131cea43d80 |
| Orb-SLAM | 1.61 | Not recorded | 68fa6f171e209131cea43d80 |
| Orb-SLAM+NW-RSBA | 1.56 | Not recorded | 68fa6f171e209131cea43d80 |
| Orb-SLAM | 1.56 | Not recorded | 68fa6f171e209131cea43d80 |
| Orb-SLAM | 1.56 | Not recorded | 68fa6f171e209131cea43d80 |
| Orb-SLAM+NW-RSBA | 1.55 | Not recorded | 68fa6f171e209131cea43d80 |
| Orb-SLAM | 1.51 | Not recorded | 68fa6f171e209131cea43d80 |
| Orb-SLAM | 1.51 | Not recorded | 68fa6f171e209131cea43d80 |
| Orb-SLAM+NM-RSBA | 1.51 | Not recorded | 68fa6f171e209131cea43d80 |
| Orb-SLAM+NW-RSBA | 1.49 | Not recorded | 68fa6f171e209131cea43d80 |
| Orb-SLAM+NM-RSBA | 1.48 | Not recorded | 68fa6f171e209131cea43d80 |
| Orb-SLAM | 1.47 | Not recorded | 68fa6f171e209131cea43d80 |
| Orb-SLAM | 1.47 | Not recorded | 68fa6f171e209131cea43d80 |
| Orb-SLAM | 1.47 | Not recorded | 68fa6f171e209131cea43d80 |
| Orb-SLAM+NM-RSBA | 1.47 | Not recorded | 68fa6f171e209131cea43d80 |
| Orb-SLAM+NW-RSBA | 1.47 | Not recorded | 68fa6f171e209131cea43d80 |
| Orb-SLAM+NM-RSBA | 1.46 | Not recorded | 68fa6f171e209131cea43d80 |
| Orb-SLAM+NM-RSBA | 1.41 | Not recorded | 68fa6f171e209131cea43d80 |
| Orb-SLAM+NM-RSBA | 1.4 | Not recorded | 68fa6f171e209131cea43d80 |
| Orb-SLAM+NW-RSBA | 1.4 | Not recorded | 68fa6f171e209131cea43d80 |
| Orb-SLAM+NW-RSBA | 1.39 | Not recorded | 68fa6f171e209131cea43d80 |
| Orb-SLAM+NW-RSBA | 1.38 | Not recorded | 68fa6f171e209131cea43d80 |
| Orb-SLAM+NW-RSBA | 1.38 | Not recorded | 68fa6f171e209131cea43d80 |
| Orb-SLAM+NW-RSBA | 1.38 | Not recorded | 68fa6f171e209131cea43d80 |
| Orb-SLAM+NM-RSBA | 1.37 | Not recorded | 68fa6f171e209131cea43d80 |
| Orb-SLAM+NM-RSBA | 1.37 | Not recorded | 68fa6f171e209131cea43d80 |
| Orb-SLAM+NM-RSBA | 1.35 | Not recorded | 68fa6f171e209131cea43d80 |
| Orb-SLAM+NW-RSBA | 1.35 | Not recorded | 68fa6f171e209131cea43d80 |
| Orb-SLAM+NM-RSBA | 1.28 | Not recorded | 68fa6f171e209131cea43d80 |

### Orb-SLAM

Realtime Factor (e): 1.61. Result ID: 6990963f3a6c31484901a88b.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f171e209131cea43d80.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa62181e209131ce9f789c.md>)

Recorded evaluation configuration: {"Seq":"#4","Duration \[s\]":"38","length \[m\]":"30"}. This record does not assert independent reproduction.

### Orb-SLAM

Realtime Factor (e): 1.61. Result ID: 6990963f3a6c31484901a894.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f171e209131cea43d80.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa62181e209131ce9f789c.md>)

Recorded evaluation configuration: {"Seq":"#7","Duration \[s\]":"39","length \[m\]":"45"}. This record does not assert independent reproduction.

### Orb-SLAM

Realtime Factor (e): 1.61. Result ID: 6990963f3a6c31484901a89a.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f171e209131cea43d80.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa62181e209131ce9f789c.md>)

Recorded evaluation configuration: {"Seq":"#9","Duration \[s\]":"45","length \[m\]":"46"}. This record does not assert independent reproduction.

### Orb-SLAM+NW-RSBA

Realtime Factor (e): 1.56. Result ID: 6990963f3a6c31484901a88d.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f171e209131cea43d80.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6f171e209131cea43d80.md>)

[Implementation](<https://delinqu.github.io/NW-RSBA>)

Recorded evaluation configuration: {"Seq":"#4","Duration \[s\]":"38","length \[m\]":"30"}. This record does not assert independent reproduction.

### Orb-SLAM

Realtime Factor (e): 1.56. Result ID: 6990963f3a6c31484901a897.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f171e209131cea43d80.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa62181e209131ce9f789c.md>)

Recorded evaluation configuration: {"Seq":"#8","Duration \[s\]":"53","length \[m\]":"46"}. This record does not assert independent reproduction.

### Orb-SLAM

Realtime Factor (e): 1.56. Result ID: 6990963f3a6c31484901a89d.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f171e209131cea43d80.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa62181e209131ce9f789c.md>)

Recorded evaluation configuration: {"Seq":"#10","Duration \[s\]":"54","length \[m\]":"41"}. This record does not assert independent reproduction.

### Orb-SLAM+NW-RSBA

Realtime Factor (e): 1.55. Result ID: 6990963f3a6c31484901a89c.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f171e209131cea43d80.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6f171e209131cea43d80.md>)

[Implementation](<https://delinqu.github.io/NW-RSBA>)

Recorded evaluation configuration: {"Seq":"#9","Duration \[s\]":"45","length \[m\]":"46"}. This record does not assert independent reproduction.

### Orb-SLAM

Realtime Factor (e): 1.51. Result ID: 6990963f3a6c31484901a885.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f171e209131cea43d80.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa62181e209131ce9f789c.md>)

Recorded evaluation configuration: {"Seq":"#2","Duration \[s\]":"27","length \[m\]":"37"}. This record does not assert independent reproduction.

### Orb-SLAM

Realtime Factor (e): 1.51. Result ID: 6990963f3a6c31484901a88e.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f171e209131cea43d80.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa62181e209131ce9f789c.md>)

Recorded evaluation configuration: {"Seq":"#5","Duration \[s\]":"85","length \[m\]":"57"}. This record does not assert independent reproduction.

### Orb-SLAM+NM-RSBA

Realtime Factor (e): 1.51. Result ID: 6990963f3a6c31484901a89b.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f171e209131cea43d80.md>)

Recorded evaluation configuration: {"Seq":"#9","Duration \[s\]":"45","length \[m\]":"46"}. This record does not assert independent reproduction.

### Orb-SLAM+NW-RSBA

Realtime Factor (e): 1.49. Result ID: 6990963f3a6c31484901a896.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f171e209131cea43d80.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6f171e209131cea43d80.md>)

[Implementation](<https://delinqu.github.io/NW-RSBA>)

Recorded evaluation configuration: {"Seq":"#7","Duration \[s\]":"39","length \[m\]":"45"}. This record does not assert independent reproduction.

### Orb-SLAM+NM-RSBA

Realtime Factor (e): 1.48. Result ID: 6990963f3a6c31484901a883.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f171e209131cea43d80.md>)

Recorded evaluation configuration: {"Seq":"#1","Duration \[s\]":"40","length \[m\]":"46"}. This record does not assert independent reproduction.

### Orb-SLAM

Realtime Factor (e): 1.47. Result ID: 6990963f3a6c31484901a882.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f171e209131cea43d80.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa62181e209131ce9f789c.md>)

Recorded evaluation configuration: {"Seq":"#1","Duration \[s\]":"40","length \[m\]":"46"}. This record does not assert independent reproduction.

### Orb-SLAM

Realtime Factor (e): 1.47. Result ID: 6990963f3a6c31484901a888.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f171e209131cea43d80.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa62181e209131ce9f789c.md>)

Recorded evaluation configuration: {"Seq":"#3","Duration \[s\]":"50","length \[m\]":"44"}. This record does not assert independent reproduction.

### Orb-SLAM

Realtime Factor (e): 1.47. Result ID: 6990963f3a6c31484901a891.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f171e209131cea43d80.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa62181e209131ce9f789c.md>)

Recorded evaluation configuration: {"Seq":"#6","Duration \[s\]":"43","length \[m\]":"51"}. This record does not assert independent reproduction.

### Orb-SLAM+NM-RSBA

Realtime Factor (e): 1.47. Result ID: 6990963f3a6c31484901a895.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f171e209131cea43d80.md>)

Recorded evaluation configuration: {"Seq":"#7","Duration \[s\]":"39","length \[m\]":"45"}. This record does not assert independent reproduction.

### Orb-SLAM+NW-RSBA

Realtime Factor (e): 1.47. Result ID: 6990963f3a6c31484901a89f.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f171e209131cea43d80.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6f171e209131cea43d80.md>)

[Implementation](<https://delinqu.github.io/NW-RSBA>)

Recorded evaluation configuration: {"Seq":"#10","Duration \[s\]":"54","length \[m\]":"41"}. This record does not assert independent reproduction.

### Orb-SLAM+NM-RSBA

Realtime Factor (e): 1.46. Result ID: 6990963f3a6c31484901a89e.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f171e209131cea43d80.md>)

Recorded evaluation configuration: {"Seq":"#10","Duration \[s\]":"54","length \[m\]":"41"}. This record does not assert independent reproduction.

### Orb-SLAM+NM-RSBA

Realtime Factor (e): 1.41. Result ID: 6990963f3a6c31484901a889.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f171e209131cea43d80.md>)

Recorded evaluation configuration: {"Seq":"#3","Duration \[s\]":"50","length \[m\]":"44"}. This record does not assert independent reproduction.

### Orb-SLAM+NM-RSBA

Realtime Factor (e): 1.4. Result ID: 6990963f3a6c31484901a886.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f171e209131cea43d80.md>)

Recorded evaluation configuration: {"Seq":"#2","Duration \[s\]":"27","length \[m\]":"37"}. This record does not assert independent reproduction.

### Orb-SLAM+NW-RSBA

Realtime Factor (e): 1.4. Result ID: 6990963f3a6c31484901a887.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f171e209131cea43d80.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6f171e209131cea43d80.md>)

[Implementation](<https://delinqu.github.io/NW-RSBA>)

Recorded evaluation configuration: {"Seq":"#2","Duration \[s\]":"27","length \[m\]":"37"}. This record does not assert independent reproduction.

### Orb-SLAM+NW-RSBA

Realtime Factor (e): 1.39. Result ID: 6990963f3a6c31484901a88a.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f171e209131cea43d80.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6f171e209131cea43d80.md>)

[Implementation](<https://delinqu.github.io/NW-RSBA>)

Recorded evaluation configuration: {"Seq":"#3","Duration \[s\]":"50","length \[m\]":"44"}. This record does not assert independent reproduction.

### Orb-SLAM+NW-RSBA

Realtime Factor (e): 1.38. Result ID: 6990963f3a6c31484901a884.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f171e209131cea43d80.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6f171e209131cea43d80.md>)

[Implementation](<https://delinqu.github.io/NW-RSBA>)

Recorded evaluation configuration: {"Seq":"#1","Duration \[s\]":"40","length \[m\]":"46"}. This record does not assert independent reproduction.

### Orb-SLAM+NW-RSBA

Realtime Factor (e): 1.38. Result ID: 6990963f3a6c31484901a890.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f171e209131cea43d80.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6f171e209131cea43d80.md>)

[Implementation](<https://delinqu.github.io/NW-RSBA>)

Recorded evaluation configuration: {"Seq":"#5","Duration \[s\]":"85","length \[m\]":"57"}. This record does not assert independent reproduction.

### Orb-SLAM+NW-RSBA

Realtime Factor (e): 1.38. Result ID: 6990963f3a6c31484901a893.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f171e209131cea43d80.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6f171e209131cea43d80.md>)

[Implementation](<https://delinqu.github.io/NW-RSBA>)

Recorded evaluation configuration: {"Seq":"#6","Duration \[s\]":"43","length \[m\]":"51"}. This record does not assert independent reproduction.

### Orb-SLAM+NM-RSBA

Realtime Factor (e): 1.37. Result ID: 6990963f3a6c31484901a892.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f171e209131cea43d80.md>)

Recorded evaluation configuration: {"Seq":"#6","Duration \[s\]":"43","length \[m\]":"51"}. This record does not assert independent reproduction.

### Orb-SLAM+NM-RSBA

Realtime Factor (e): 1.37. Result ID: 6990963f3a6c31484901a898.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f171e209131cea43d80.md>)

Recorded evaluation configuration: {"Seq":"#8","Duration \[s\]":"53","length \[m\]":"46"}. This record does not assert independent reproduction.

### Orb-SLAM+NM-RSBA

Realtime Factor (e): 1.35. Result ID: 6990963f3a6c31484901a88c.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f171e209131cea43d80.md>)

Recorded evaluation configuration: {"Seq":"#4","Duration \[s\]":"38","length \[m\]":"30"}. This record does not assert independent reproduction.

### Orb-SLAM+NW-RSBA

Realtime Factor (e): 1.35. Result ID: 6990963f3a6c31484901a899.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f171e209131cea43d80.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6f171e209131cea43d80.md>)

[Implementation](<https://delinqu.github.io/NW-RSBA>)

Recorded evaluation configuration: {"Seq":"#8","Duration \[s\]":"53","length \[m\]":"46"}. This record does not assert independent reproduction.

### Orb-SLAM+NM-RSBA

Realtime Factor (e): 1.28. Result ID: 6990963f3a6c31484901a88f.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6f171e209131cea43d80.md>)

Recorded evaluation configuration: {"Seq":"#5","Duration \[s\]":"85","length \[m\]":"57"}. This record does not assert independent reproduction.

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