# Depth Estimation on Scenes11 (Synthetic)

Source: [Depth Estimation on Scenes11 (Synthetic)](<https://www.sota2.com/research/sota/depth-estimation-on-scenes11-synthetic>)

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

Data updated: 2026-02-26T05:26:36.350Z

Evaluation of Depth Estimation performance on the synthetic Scenes11 dataset.

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 | Depth Estimation |
| Dataset (including any stated split) | Scenes11 (Synthetic) |
| Metric | AbsRel |
| Unit | SCALAR |
| Direction | Lower is better |
| Results loaded | 7 of 7 |
| 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

- [AbsRel](<https://www.sota2.com/research/sota/depth-estimation-on-scenes11-synthetic.md?metric=AbsRel>): Lower is better; unit: SCALAR.

- [AbsDiff](<https://www.sota2.com/research/sota/depth-estimation-on-scenes11-synthetic.md?metric=AbsDiff>): Lower is better; unit: SCALAR.

- [SqRel](<https://www.sota2.com/research/sota/depth-estimation-on-scenes11-synthetic.md?metric=SqRel>): Lower is better; unit: SCALAR.

- [RMSE](<https://www.sota2.com/research/sota/depth-estimation-on-scenes11-synthetic.md?metric=RMSE>): Lower is better; unit: SCALAR.

- [RMSELog](<https://www.sota2.com/research/sota/depth-estimation-on-scenes11-synthetic.md?metric=RMSELog>): Lower is better; unit: SCALAR.

- [Acc (delta \< 1.25)](<https://www.sota2.com/research/sota/depth-estimation-on-scenes11-synthetic.md?metric=Acc%20(delta%20%3C%201.25)>): Higher is better; unit: PERCENT.

- [Acc (delta \< 1.25^2)](<https://www.sota2.com/research/sota/depth-estimation-on-scenes11-synthetic.md?metric=Acc%20(delta%20%3C%201.25%5E2)>): Higher is better; unit: PERCENT.

- [Acc (delta \< 1.25^3)](<https://www.sota2.com/research/sota/depth-estimation-on-scenes11-synthetic.md?metric=Acc%20(delta%20%3C%201.25%5E3)>): Higher is better; unit: PERCENT.

## Recorded results

| Method | AbsRel | Result date | Report paper |
| --- | --- | --- | --- |
| NAS | 0.038 | Not recorded | 68fa6b691e209131cea2e320 |
| Ours-robust | 0.041 | Not recorded | 68fa6b691e209131cea2e320 |
| Ours | 0.046 | Not recorded | 68fa6b691e209131cea2e320 |
| DPSNet | 0.05 | Not recorded | 68fa6b691e209131cea2e320 |
| DeepMVS | 0.21 | Not recorded | 68fa6b691e209131cea2e320 |
| DeMoN | 0.556 | Not recorded | 68fa6b691e209131cea2e320 |
| COLMAP | 0.625 | Not recorded | 68fa6b691e209131cea2e320 |

### NAS

AbsRel: 0.038. Result ID: 698e89c9ffc3901de09e793d.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6b691e209131cea2e320.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa67ad1e209131cea17bb1.md>)

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

### Ours-robust

AbsRel: 0.041. Result ID: 698e89c9ffc3901de09e793e.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6b691e209131cea2e320.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6b691e209131cea2e320.md>)

[Implementation](<https://github.com/zhenpeiyang/MVS2D>)

Recorded evaluation configuration: {"attention\_module":"multi-scale epipolar attention"}. This record does not assert independent reproduction.

### Ours

AbsRel: 0.046. Result ID: 698e89c9ffc3901de09e793f.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6b691e209131cea2e320.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6b691e209131cea2e320.md>)

[Implementation](<https://github.com/zhenpeiyang/MVS2D>)

Recorded evaluation configuration: {"attention\_module":"second layer only"}. This record does not assert independent reproduction.

### DPSNet

AbsRel: 0.05. Result ID: 698e89c9ffc3901de09e793c.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6b691e209131cea2e320.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa65c11e209131cea0c3a4.md>)

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

### DeepMVS

AbsRel: 0.21. Result ID: 698e89c9ffc3901de09e793b.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6b691e209131cea2e320.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa64311e209131cea03615.md>)

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

### DeMoN

AbsRel: 0.556. Result ID: 698e89c9ffc3901de09e793a.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6b691e209131cea2e320.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa63f51e209131cea01d8f.md>)

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

### COLMAP

AbsRel: 0.625. Result ID: 698e89c9ffc3901de09e7939.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6b691e209131cea2e320.md>)

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

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