# Depth Estimation on SUN-RGBD (AbsRel and Delta \> 1.25 Threshold)

Source: [Depth Estimation on SUN-RGBD (AbsRel and Delta \> 1.25 Threshold)](<https://www.sota2.com/research/sota/depth-estimation-on-sun-rgbd-absrel-and-delta-1-25-threshold>)

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

Data updated: 2026-02-26T05:26:38.450Z

Evaluation of depth estimation performance on the SUN RGB-D dataset, specifically reporting Absolute Relative Error (AbsRel) and the threshold accuracy for delta greater than 1.25.

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) | SUN-RGBD |
| Metric | AbsRel |
| Unit | SCALAR |
| Direction | Lower is better |
| Results loaded | 2 of 2 |
| 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-sun-rgbd-absrel-and-delta-1-25-threshold.md?metric=AbsRel>): Lower is better; unit: SCALAR.

- [Acc (\>1.25)](<https://www.sota2.com/research/sota/depth-estimation-on-sun-rgbd-absrel-and-delta-1-25-threshold.md?metric=Acc%20(%3E1.25)>): Higher is better; unit: PERCENT.

## Recorded results

| Method | AbsRel | Result date | Report paper |
| --- | --- | --- | --- |
| SHED | 7.16 | Not recorded | 69802f5ca8b01e76cc8e1464 |
| DPT | 8.58 | Not recorded | 69802f5ca8b01e76cc8e1464 |

### SHED

AbsRel: 7.16. Result ID: 699775565698665ec4c97349.

[Reporting paper](<https://www.sota2.com/research/paper/69802f5ca8b01e76cc8e1464.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69802f5ca8b01e76cc8e1464.md>)

Recorded evaluation configuration: {"evaluation\_mode":"cross-domain zero-shot","training\_setting":"mixed training"}. This record does not assert independent reproduction.

### DPT

AbsRel: 8.58. Result ID: 699775565698665ec4c97348.

[Reporting paper](<https://www.sota2.com/research/paper/69802f5ca8b01e76cc8e1464.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa69a01e209131cea232d8.md>)

[Implementation](<https://github.com/intel-isl/DPT>)

Recorded evaluation configuration: {"evaluation\_mode":"cross-domain zero-shot","training\_setting":"mixed training"}. This record does not assert independent reproduction.

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