# Occupancy Mapping on college

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

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

Data updated: 2026-04-15T08:52:33.350Z

Evaluation of Occupancy Mapping performance on the college 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) | college |
| Metric | Memory Consumption (MB) |
| Unit | SIZE |
| 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

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

## Recorded results

| Method | Memory Consumption (MB) | Result date | Report paper |
| --- | --- | --- | --- |
| D-BDM | 7.4 | Not recorded | 69df1b7a7d0172140ec7b837 |
| BoundaryMap | 9.1 | Not recorded | 69df1b7a7d0172140ec7b837 |
| D-BDM | 25.7 | Not recorded | 69df1b7a7d0172140ec7b837 |
| OctoMap | 29.9 | Not recorded | 69df1b7a7d0172140ec7b837 |
| BoundaryMap | 33.8 | Not recorded | 69df1b7a7d0172140ec7b837 |
| D-BDM | 65.4 | Not recorded | 69df1b7a7d0172140ec7b837 |
| D-Map | 68 | Not recorded | 69df1b7a7d0172140ec7b837 |
| BoundaryMap | 93.2 | Not recorded | 69df1b7a7d0172140ec7b837 |
| OctoMap | 132.9 | Not recorded | 69df1b7a7d0172140ec7b837 |
| D-Map | 230.7 | Not recorded | 69df1b7a7d0172140ec7b837 |
| D-BDM | 362 | Not recorded | 69df1b7a7d0172140ec7b837 |
| OctoMap | 408.2 | Not recorded | 69df1b7a7d0172140ec7b837 |
| BoundaryMap | 589.3 | Not recorded | 69df1b7a7d0172140ec7b837 |
| D-Map | 697 | Not recorded | 69df1b7a7d0172140ec7b837 |
| Uniform Grid | 2240.1 | Not recorded | 69df1b7a7d0172140ec7b837 |
| OctoMap | 2814.7 | Not recorded | 69df1b7a7d0172140ec7b837 |
| D-Map | 3608.1 | Not recorded | 69df1b7a7d0172140ec7b837 |
| Uniform Grid | 10370.9 | Not recorded | 69df1b7a7d0172140ec7b837 |
| Uniform Grid | 35001.9 | Not recorded | 69df1b7a7d0172140ec7b837 |

### D-BDM

Memory Consumption (MB): 7.4. Result ID: 69df509547f34ce924c82b8e.

[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): 9.1. Result ID: 69df509547f34ce924c82b8a.

[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-BDM

Memory Consumption (MB): 25.7. Result ID: 69df509547f34ce924c82b8f.

[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.

### OctoMap

Memory Consumption (MB): 29.9. Result ID: 69df509547f34ce924c82b82.

[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

Memory Consumption (MB): 33.8. Result ID: 69df509547f34ce924c82b8b.

[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): 65.4. Result ID: 69df509547f34ce924c82b90.

[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): 68. Result ID: 69df509547f34ce924c82b86.

[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): 93.2. Result ID: 69df509547f34ce924c82b8c.

[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): 132.9. Result ID: 69df509547f34ce924c82b83.

[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): 230.7. Result ID: 69df509547f34ce924c82b87.

[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): 362. Result ID: 69df509547f34ce924c82b91.

[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.

### OctoMap

Memory Consumption (MB): 408.2. Result ID: 69df509547f34ce924c82b84.

[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

Memory Consumption (MB): 589.3. Result ID: 69df509547f34ce924c82b8d.

[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): 697. Result ID: 69df509547f34ce924c82b88.

[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): 2240.1. Result ID: 69df509547f34ce924c82b7f.

[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): 2814.7. Result ID: 69df509547f34ce924c82b85.

[Reporting 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

Memory Consumption (MB): 3608.1. Result ID: 69df509547f34ce924c82b89.

[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): 10370.9. Result ID: 69df509547f34ce924c82b80.

[Reporting 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

Memory Consumption (MB): 35001.9. Result ID: 69df509547f34ce924c82b81.

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

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

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