# Occupancy Mapping on kitti 02 (Update Time)

Source: [Occupancy Mapping on kitti 02 (Update Time)](<https://www.sota2.com/research/sota/occupancy-mapping-on-kitti-02-update-time>)

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

Data updated: 2026-04-15T08:52:33.525Z

Evaluation of Occupancy Mapping performance on the kitti 02 dataset, focusing on the time required for map updates.

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) | kitti 02 |
| Metric | Map Update Time (ms) |
| Unit | TIME |
| Direction | Lower is better |
| Results loaded | 19 of 19 |
| 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-kitti-02-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 | 10.92 | Not recorded | 69df1b7a7d0172140ec7b837 |
| D-Map | 15.44 | Not recorded | 69df1b7a7d0172140ec7b837 |
| D-BDM | 16.5 | Not recorded | 69df1b7a7d0172140ec7b837 |
| Uniform Grid | 28.07 | Not recorded | 69df1b7a7d0172140ec7b837 |
| D-BDM | 28.09 | Not recorded | 69df1b7a7d0172140ec7b837 |
| BoundaryMap | 28.53 | Not recorded | 69df1b7a7d0172140ec7b837 |
| D-Map | 30.87 | Not recorded | 69df1b7a7d0172140ec7b837 |
| Uniform Grid | 42.44 | Not recorded | 69df1b7a7d0172140ec7b837 |
| BoundaryMap | 46.06 | Not recorded | 69df1b7a7d0172140ec7b837 |
| D-Map | 50.61 | Not recorded | 69df1b7a7d0172140ec7b837 |
| Uniform Grid | 64.19 | Not recorded | 69df1b7a7d0172140ec7b837 |
| BoundaryMap | 70.33 | Not recorded | 69df1b7a7d0172140ec7b837 |
| D-BDM | 73.72 | Not recorded | 69df1b7a7d0172140ec7b837 |
| D-Map | 91.72 | Not recorded | 69df1b7a7d0172140ec7b837 |
| BoundaryMap | 175.42 | Not recorded | 69df1b7a7d0172140ec7b837 |
| OctoMap | 241.45 | Not recorded | 69df1b7a7d0172140ec7b837 |
| OctoMap | 382.5 | Not recorded | 69df1b7a7d0172140ec7b837 |
| OctoMap | 529.96 | Not recorded | 69df1b7a7d0172140ec7b837 |
| OctoMap | 1013.79 | Not recorded | 69df1b7a7d0172140ec7b837 |

### D-BDM

Map Update Time (ms): 10.92. Result ID: 69df509547f34ce924c82bee.

[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): 15.44. Result ID: 69df509547f34ce924c82be6.

[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): 16.5. Result ID: 69df509547f34ce924c82bef.

[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.

### Uniform Grid

Map Update Time (ms): 28.07. Result ID: 69df509547f34ce924c82bdf.

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

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

### D-BDM

Map Update Time (ms): 28.09. Result ID: 69df509547f34ce924c82bf0.

[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.

### BoundaryMap

Map Update Time (ms): 28.53. Result ID: 69df509547f34ce924c82bea.

[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.

### D-Map

Map Update Time (ms): 30.87. Result ID: 69df509547f34ce924c82be7.

[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.

### Uniform Grid

Map Update Time (ms): 42.44. Result ID: 69df509547f34ce924c82be0.

[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): 46.06. Result ID: 69df509547f34ce924c82beb.

[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-Map

Map Update Time (ms): 50.61. Result ID: 69df509547f34ce924c82be8.

[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): 64.19. Result ID: 69df509547f34ce924c82be1.

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

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

### BoundaryMap

Map Update Time (ms): 70.33. Result ID: 69df509547f34ce924c82bec.

[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-BDM

Map Update Time (ms): 73.72. Result ID: 69df509547f34ce924c82bf1.

[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.

### D-Map

Map Update Time (ms): 91.72. Result ID: 69df509547f34ce924c82be9.

[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.

### BoundaryMap

Map Update Time (ms): 175.42. Result ID: 69df509547f34ce924c82bed.

[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): 241.45. Result ID: 69df509547f34ce924c82be2.

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

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

### OctoMap

Map Update Time (ms): 382.5. Result ID: 69df509547f34ce924c82be3.

[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): 529.96. Result ID: 69df509547f34ce924c82be4.

[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): 1013.79. Result ID: 69df509547f34ce924c82be5.

[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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