# Occupancy Mapping on KAIST 04 (Map Update Time)

Source: [Occupancy Mapping on KAIST 04 (Map Update Time)](<https://www.sota2.com/research/sota/occupancy-mapping-on-kaist-04-map-update-time>)

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

Data updated: 2026-04-15T08:52:33.408Z

Evaluation of Occupancy Mapping performance on the KAIST 04 dataset, reporting Map Update Time.

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 | Occupancy Mapping |
| Dataset (including any stated split) | KAIST 04 |
| Metric | Map Update Time (ms) |
| Unit | TIME |
| Direction | Lower is better |
| Results loaded | 18 of 18 |
| 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

- [Map Update Time (ms)](<https://www.sota2.com/research/sota/occupancy-mapping-on-kaist-04-map-update-time.md?metric=Map%20Update%20Time%20(ms)>): Lower is better; unit: TIME.

## Recorded results

| Method | Map Update Time (ms) | Result date | Report paper |
| --- | --- | --- | --- |
| D-BDM | 10.8 | Not recorded | 69df1b7a7d0172140ec7b837 |
| D-Map | 11.15 | Not recorded | 69df1b7a7d0172140ec7b837 |
| D-BDM | 17.35 | Not recorded | 69df1b7a7d0172140ec7b837 |
| D-Map | 17.59 | Not recorded | 69df1b7a7d0172140ec7b837 |
| D-BDM | 27.78 | Not recorded | 69df1b7a7d0172140ec7b837 |
| D-Map | 37.47 | Not recorded | 69df1b7a7d0172140ec7b837 |
| Uniform Grid | 40.76 | Not recorded | 69df1b7a7d0172140ec7b837 |
| BoundaryMap | 42.28 | Not recorded | 69df1b7a7d0172140ec7b837 |
| Uniform Grid | 63.21 | Not recorded | 69df1b7a7d0172140ec7b837 |
| BoundaryMap | 71.22 | Not recorded | 69df1b7a7d0172140ec7b837 |
| D-BDM | 92.24 | Not recorded | 69df1b7a7d0172140ec7b837 |
| BoundaryMap | 113.7 | Not recorded | 69df1b7a7d0172140ec7b837 |
| D-Map | 143.51 | Not recorded | 69df1b7a7d0172140ec7b837 |
| OctoMap | 318.05 | Not recorded | 69df1b7a7d0172140ec7b837 |
| BoundaryMap | 406.04 | Not recorded | 69df1b7a7d0172140ec7b837 |
| OctoMap | 521.19 | Not recorded | 69df1b7a7d0172140ec7b837 |
| OctoMap | 766.74 | Not recorded | 69df1b7a7d0172140ec7b837 |
| OctoMap | 1561.84 | Not recorded | 69df1b7a7d0172140ec7b837 |

### D-BDM

Map Update Time (ms): 10.8. Result ID: 69df509547f34ce924c82ba5.

[Reporting paper](<https://www.sota2.com/research/paper/69df1b7a7d0172140ec7b837.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69df1b7a7d0172140ec7b837.md>)

Recorded evaluation configuration: {"Resolution (m)":"0.5"}. This record does not assert independent reproduction.

### D-Map

Map Update Time (ms): 11.15. Result ID: 69df509547f34ce924c82b9d.

[Reporting paper](<https://www.sota2.com/research/paper/69df1b7a7d0172140ec7b837.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa70cf1e209131cea4d53d.md>)

Recorded evaluation configuration: {"Resolution (m)":"0.5"}. This record does not assert independent reproduction.

### D-BDM

Map Update Time (ms): 17.35. Result ID: 69df509547f34ce924c82ba6.

[Reporting paper](<https://www.sota2.com/research/paper/69df1b7a7d0172140ec7b837.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69df1b7a7d0172140ec7b837.md>)

Recorded evaluation configuration: {"Resolution (m)":"0.3"}. This record does not assert independent reproduction.

### D-Map

Map Update Time (ms): 17.59. Result ID: 69df509547f34ce924c82b9e.

[Reporting paper](<https://www.sota2.com/research/paper/69df1b7a7d0172140ec7b837.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa70cf1e209131cea4d53d.md>)

Recorded evaluation configuration: {"Resolution (m)":"0.3"}. This record does not assert independent reproduction.

### D-BDM

Map Update Time (ms): 27.78. Result ID: 69df509547f34ce924c82ba7.

[Reporting paper](<https://www.sota2.com/research/paper/69df1b7a7d0172140ec7b837.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69df1b7a7d0172140ec7b837.md>)

Recorded evaluation configuration: {"Resolution (m)":"0.2"}. This record does not assert independent reproduction.

### D-Map

Map Update Time (ms): 37.47. Result ID: 69df509547f34ce924c82b9f.

[Reporting paper](<https://www.sota2.com/research/paper/69df1b7a7d0172140ec7b837.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa70cf1e209131cea4d53d.md>)

Recorded evaluation configuration: {"Resolution (m)":"0.2"}. This record does not assert independent reproduction.

### Uniform Grid

Map Update Time (ms): 40.76. Result ID: 69df509547f34ce924c82b97.

[Reporting paper](<https://www.sota2.com/research/paper/69df1b7a7d0172140ec7b837.md>)

Recorded evaluation configuration: {"Resolution (m)":"0.5"}. This record does not assert independent reproduction.

### BoundaryMap

Map Update Time (ms): 42.28. Result ID: 69df509547f34ce924c82ba1.

[Reporting paper](<https://www.sota2.com/research/paper/69df1b7a7d0172140ec7b837.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69c21aa90636e5bf4afc4abb.md>)

Recorded evaluation configuration: {"Resolution (m)":"0.5"}. This record does not assert independent reproduction.

### Uniform Grid

Map Update Time (ms): 63.21. Result ID: 69df509547f34ce924c82b98.

[Reporting paper](<https://www.sota2.com/research/paper/69df1b7a7d0172140ec7b837.md>)

Recorded evaluation configuration: {"Resolution (m)":"0.3"}. This record does not assert independent reproduction.

### BoundaryMap

Map Update Time (ms): 71.22. Result ID: 69df509547f34ce924c82ba2.

[Reporting paper](<https://www.sota2.com/research/paper/69df1b7a7d0172140ec7b837.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69c21aa90636e5bf4afc4abb.md>)

Recorded evaluation configuration: {"Resolution (m)":"0.3"}. This record does not assert independent reproduction.

### D-BDM

Map Update Time (ms): 92.24. Result ID: 69df509547f34ce924c82ba8.

[Reporting paper](<https://www.sota2.com/research/paper/69df1b7a7d0172140ec7b837.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69df1b7a7d0172140ec7b837.md>)

Recorded evaluation configuration: {"Resolution (m)":"0.1"}. This record does not assert independent reproduction.

### BoundaryMap

Map Update Time (ms): 113.7. Result ID: 69df509547f34ce924c82ba3.

[Reporting paper](<https://www.sota2.com/research/paper/69df1b7a7d0172140ec7b837.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69c21aa90636e5bf4afc4abb.md>)

Recorded evaluation configuration: {"Resolution (m)":"0.2"}. This record does not assert independent reproduction.

### D-Map

Map Update Time (ms): 143.51. Result ID: 69df509547f34ce924c82ba0.

[Reporting paper](<https://www.sota2.com/research/paper/69df1b7a7d0172140ec7b837.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa70cf1e209131cea4d53d.md>)

Recorded evaluation configuration: {"Resolution (m)":"0.1"}. This record does not assert independent reproduction.

### OctoMap

Map Update Time (ms): 318.05. Result ID: 69df509547f34ce924c82b99.

[Reporting paper](<https://www.sota2.com/research/paper/69df1b7a7d0172140ec7b837.md>)

Recorded evaluation configuration: {"Resolution (m)":"0.5"}. This record does not assert independent reproduction.

### BoundaryMap

Map Update Time (ms): 406.04. Result ID: 69df509547f34ce924c82ba4.

[Reporting paper](<https://www.sota2.com/research/paper/69df1b7a7d0172140ec7b837.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69c21aa90636e5bf4afc4abb.md>)

Recorded evaluation configuration: {"Resolution (m)":"0.1"}. This record does not assert independent reproduction.

### OctoMap

Map Update Time (ms): 521.19. Result ID: 69df509547f34ce924c82b9a.

[Reporting paper](<https://www.sota2.com/research/paper/69df1b7a7d0172140ec7b837.md>)

Recorded evaluation configuration: {"Resolution (m)":"0.3"}. This record does not assert independent reproduction.

### OctoMap

Map Update Time (ms): 766.74. Result ID: 69df509547f34ce924c82b9b.

[Reporting paper](<https://www.sota2.com/research/paper/69df1b7a7d0172140ec7b837.md>)

Recorded evaluation configuration: {"Resolution (m)":"0.2"}. This record does not assert independent reproduction.

### OctoMap

Map Update Time (ms): 1561.84. Result ID: 69df509547f34ce924c82b9c.

[Reporting paper](<https://www.sota2.com/research/paper/69df1b7a7d0172140ec7b837.md>)

Recorded evaluation configuration: {"Resolution (m)":"0.1"}. This record does not assert independent reproduction.

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