# Scene Reconstruction on Hypersim (test)

Source: [Scene Reconstruction on Hypersim (test)](<https://www.sota2.com/research/sota/scene-reconstruction-on-hypersim-test>)

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

Data updated: 2026-02-26T05:28:42.971Z

Evaluation of Scene Reconstruction performance on the test split of the Hypersim dataset, measured using metrics such as Accuracy (Acc), Completeness (Cmp), and F1 score.

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 | Scene Reconstruction |
| Dataset (including any stated split) | Hypersim (test) |
| Metric | Accuracy |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 3 of 3 |
| 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

- [Accuracy](<https://www.sota2.com/research/sota/scene-reconstruction-on-hypersim-test.md?metric=Accuracy>): Higher is better; unit: PERCENT.

- [Completeness](<https://www.sota2.com/research/sota/scene-reconstruction-on-hypersim-test.md?metric=Completeness>): Higher is better; unit: PERCENT.

- [F1 Score](<https://www.sota2.com/research/sota/scene-reconstruction-on-hypersim-test.md?metric=F1%20Score>): Higher is better; unit: SCALAR.

## Recorded results

| Method | Accuracy | Result date | Report paper |
| --- | --- | --- | --- |
| MCC | 66.3 | Not recorded | 68fa6e661e209131cea3fb6a |
| DRDF | 54.4 | Not recorded | 68fa6e661e209131cea3fb6a |
| DRDF | 54.2 | Not recorded | 68fa6e661e209131cea3fb6a |

### MCC

Accuracy: 66.3. Result ID: 699030153a6c314849fec2fd.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6e661e209131cea3fb6a.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6e661e209131cea3fb6a.md>)

[Implementation](<https://mcc3d.github.io/>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### DRDF

Accuracy: 54.4. Result ID: 699030153a6c314849fec2fb.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6e661e209131cea3fb6a.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6c341e209131cea32c84.md>)

Recorded evaluation configuration: {"Architecture":"Original"}. This record does not assert independent reproduction.

### DRDF

Accuracy: 54.2. Result ID: 699030153a6c314849fec2fc.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6e661e209131cea3fb6a.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6c341e209131cea32c84.md>)

Recorded evaluation configuration: {"Architecture":"MCC Architecture"}. This record does not assert independent reproduction.

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