# Occupancy Mapping on Roundabout 01

Source: [Occupancy Mapping on Roundabout 01](<https://www.sota2.com/research/sota/occupancy-mapping-on-roundabout-01>)

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

Data updated: 2026-04-15T08:47:34.265Z

Evaluation of Occupancy Mapping performance on the Roundabout 01 dataset, reporting Memory consumption.

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) | Roundabout 01 |
| Metric | Memory Consumption (MB) |
| Unit | SIZE |
| Direction | Lower is better |
| Results loaded | 17 of 17 |
| 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-roundabout-01.md?metric=Memory%20Consumption%20(MB)>): Lower is better; unit: SIZE.

## Recorded results

| Method | Memory Consumption (MB) | Result date | Report paper |
| --- | --- | --- | --- |
| D-BDM | 65.6 | Not recorded | 69df1b7a7d0172140ec7b837 |
| BoundaryMap | 67.2 | Not recorded | 69df1b7a7d0172140ec7b837 |
| OctoMap | 150.6 | Not recorded | 69df1b7a7d0172140ec7b837 |
| D-BDM | 172.6 | Not recorded | 69df1b7a7d0172140ec7b837 |
| BoundaryMap | 180.6 | Not recorded | 69df1b7a7d0172140ec7b837 |
| D-Map | 323.5 | Not recorded | 69df1b7a7d0172140ec7b837 |
| D-BDM | 394.6 | Not recorded | 69df1b7a7d0172140ec7b837 |
| BoundaryMap | 422.8 | Not recorded | 69df1b7a7d0172140ec7b837 |
| OctoMap | 869.3 | Not recorded | 69df1b7a7d0172140ec7b837 |
| D-Map | 979.5 | Not recorded | 69df1b7a7d0172140ec7b837 |
| D-BDM | 1764.2 | Not recorded | 69df1b7a7d0172140ec7b837 |
| BoundaryMap | 1997.1 | Not recorded | 69df1b7a7d0172140ec7b837 |
| D-Map | 2427.4 | Not recorded | 69df1b7a7d0172140ec7b837 |
| OctoMap | 2717.9 | Not recorded | 69df1b7a7d0172140ec7b837 |
| D-Map | 10428.9 | Not recorded | 69df1b7a7d0172140ec7b837 |
| Uniform Grid | 11857.3 | Not recorded | 69df1b7a7d0172140ec7b837 |
| OctoMap | 19752.5 | Not recorded | 69df1b7a7d0172140ec7b837 |

### D-BDM

Memory Consumption (MB): 65.6. Result ID: 69df509547f34ce924c82b55.

[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): 67.2. Result ID: 69df509547f34ce924c82b51.

[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): 150.6. Result ID: 69df509547f34ce924c82b49.

[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): 172.6. Result ID: 69df509547f34ce924c82b56.

[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): 180.6. Result ID: 69df509547f34ce924c82b52.

[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

Memory Consumption (MB): 323.5. Result ID: 69df509547f34ce924c82b4d.

[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

Memory Consumption (MB): 394.6. Result ID: 69df509547f34ce924c82b57.

[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

Memory Consumption (MB): 422.8. Result ID: 69df509547f34ce924c82b53.

[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): 869.3. Result ID: 69df509547f34ce924c82b4a.

[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): 979.5. Result ID: 69df509547f34ce924c82b4e.

[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): 1764.2. Result ID: 69df509547f34ce924c82b58.

[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): 1997.1. Result ID: 69df509547f34ce924c82b54.

[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.

### D-Map

Memory Consumption (MB): 2427.4. Result ID: 69df509547f34ce924c82b4f.

[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.

### OctoMap

Memory Consumption (MB): 2717.9. Result ID: 69df509547f34ce924c82b4b.

[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): 10428.9. Result ID: 69df509547f34ce924c82b50.

[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.

### Uniform Grid

Memory Consumption (MB): 11857.3. Result ID: 69df509547f34ce924c82b48.

[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

Memory Consumption (MB): 19752.5. Result ID: 69df509547f34ce924c82b4c.

[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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