# Occupancy Mapping on Town 03

Source: [Occupancy Mapping on Town 03](<https://www.sota2.com/research/sota/occupancy-mapping-on-town-03>)

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

Data updated: 2026-04-15T08:47:34.216Z

Evaluation of Occupancy Mapping performance on the Town 03 dataset, reporting Memory consumption (MB).

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) | Town 03 |
| Metric | Memory Consumption (MB) |
| Unit | SIZE |
| 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

- [Memory Consumption (MB)](<https://www.sota2.com/research/sota/occupancy-mapping-on-town-03.md?metric=Memory%20Consumption%20(MB)>): Lower is better; unit: SIZE.

## Recorded results

| Method | Memory Consumption (MB) | Result date | Report paper |
| --- | --- | --- | --- |
| D-BDM | 62.5 | Not recorded | 69df1b7a7d0172140ec7b837 |
| BoundaryMap | 64.1 | Not recorded | 69df1b7a7d0172140ec7b837 |
| OctoMap | 147.2 | Not recorded | 69df1b7a7d0172140ec7b837 |
| D-BDM | 165 | Not recorded | 69df1b7a7d0172140ec7b837 |
| BoundaryMap | 173 | Not recorded | 69df1b7a7d0172140ec7b837 |
| D-BDM | 379.3 | Not recorded | 69df1b7a7d0172140ec7b837 |
| D-Map | 398.4 | Not recorded | 69df1b7a7d0172140ec7b837 |
| BoundaryMap | 407 | Not recorded | 69df1b7a7d0172140ec7b837 |
| OctoMap | 712.8 | Not recorded | 69df1b7a7d0172140ec7b837 |
| D-Map | 1329 | Not recorded | 69df1b7a7d0172140ec7b837 |
| D-BDM | 1706.9 | Not recorded | 69df1b7a7d0172140ec7b837 |
| BoundaryMap | 1935.5 | Not recorded | 69df1b7a7d0172140ec7b837 |
| OctoMap | 2180.1 | Not recorded | 69df1b7a7d0172140ec7b837 |
| D-Map | 3199.7 | Not recorded | 69df1b7a7d0172140ec7b837 |
| Uniform Grid | 8132.7 | Not recorded | 69df1b7a7d0172140ec7b837 |
| D-Map | 14831.7 | Not recorded | 69df1b7a7d0172140ec7b837 |
| OctoMap | 15300.6 | Not recorded | 69df1b7a7d0172140ec7b837 |
| Uniform Grid | 37651.5 | Not recorded | 69df1b7a7d0172140ec7b837 |

### D-BDM

Memory Consumption (MB): 62.5. Result ID: 69df509547f34ce924c82b44.

[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.

### BoundaryMap

Memory Consumption (MB): 64.1. Result ID: 69df509547f34ce924c82b40.

[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.

### OctoMap

Memory Consumption (MB): 147.2. Result ID: 69df509547f34ce924c82b38.

[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

Memory Consumption (MB): 165. Result ID: 69df509547f34ce924c82b45.

[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.

### BoundaryMap

Memory Consumption (MB): 173. Result ID: 69df509547f34ce924c82b41.

[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

Memory Consumption (MB): 379.3. Result ID: 69df509547f34ce924c82b46.

[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

Memory Consumption (MB): 398.4. Result ID: 69df509547f34ce924c82b3c.

[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.

### BoundaryMap

Memory Consumption (MB): 407. Result ID: 69df509547f34ce924c82b42.

[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.

### OctoMap

Memory Consumption (MB): 712.8. Result ID: 69df509547f34ce924c82b39.

[Reporting 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

Memory Consumption (MB): 1329. Result ID: 69df509547f34ce924c82b3d.

[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

Memory Consumption (MB): 1706.9. Result ID: 69df509547f34ce924c82b47.

[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

Memory Consumption (MB): 1935.5. Result ID: 69df509547f34ce924c82b43.

[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

Memory Consumption (MB): 2180.1. Result ID: 69df509547f34ce924c82b3a.

[Reporting 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

Memory Consumption (MB): 3199.7. Result ID: 69df509547f34ce924c82b3e.

[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

Memory Consumption (MB): 8132.7. Result ID: 69df509547f34ce924c82b36.

[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-Map

Memory Consumption (MB): 14831.7. Result ID: 69df509547f34ce924c82b3f.

[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

Memory Consumption (MB): 15300.6. Result ID: 69df509547f34ce924c82b3b.

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

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

### Uniform Grid

Memory Consumption (MB): 37651.5. Result ID: 69df509547f34ce924c82b37.

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

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

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