# Relative Depth Estimation on DA-2K 79 (test)

Source: [Relative Depth Estimation on DA-2K 79 (test)](<https://www.sota2.com/research/sota/relative-depth-estimation-on-da-2k-79-test>)

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

Data updated: 2026-02-26T05:31:21.808Z

Evaluation of Relative Depth Estimation performance on the test split (79) of the DA-2K dataset, reporting accuracy metrics.

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 | Relative Depth Estimation |
| Dataset (including any stated split) | DA-2K 79 (test) |
| Metric | Accuracy |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 5 of 5 |
| 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/relative-depth-estimation-on-da-2k-79-test.md?metric=Accuracy>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Accuracy | Result date | Report paper |
| --- | --- | --- | --- |
| Depth Anything V2 | 0.974 | Not recorded | 698c0d29c97a0b3e3b5e1223 |
| VersaViT | 0.942 | Not recorded | 698c0d29c97a0b3e3b5e1223 |
| VersaViT | 0.913 | Not recorded | 698c0d29c97a0b3e3b5e1223 |
| Marigold | 0.868 | Not recorded | 698c0d29c97a0b3e3b5e1223 |
| DepthFM | 0.858 | Not recorded | 698c0d29c97a0b3e3b5e1223 |

### Depth Anything V2

Accuracy: 0.974. Result ID: 69971a875698665ec4686fb4.

[Reporting paper](<https://www.sota2.com/research/paper/698c0d29c97a0b3e3b5e1223.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa75521e209131cea6728c.md>)

[Implementation](<https://depth-anything-v2.github.io/>)

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

### VersaViT

Accuracy: 0.942. Result ID: 69971a875698665ec4686fb6.

[Reporting paper](<https://www.sota2.com/research/paper/698c0d29c97a0b3e3b5e1223.md>)

[Method origin paper](<https://www.sota2.com/research/paper/698c0d29c97a0b3e3b5e1223.md>)

Recorded evaluation configuration: {"fine-tuned":true}. This record does not assert independent reproduction.

### VersaViT

Accuracy: 0.913. Result ID: 69971a875698665ec4686fb5.

[Reporting paper](<https://www.sota2.com/research/paper/698c0d29c97a0b3e3b5e1223.md>)

[Method origin paper](<https://www.sota2.com/research/paper/698c0d29c97a0b3e3b5e1223.md>)

Recorded evaluation configuration: {"fine-tuned":false}. This record does not assert independent reproduction.

### Marigold

Accuracy: 0.868. Result ID: 69971a875698665ec4686fb3.

[Reporting paper](<https://www.sota2.com/research/paper/698c0d29c97a0b3e3b5e1223.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa72ba1e209131cea58310.md>)

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

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

### DepthFM

Accuracy: 0.858. Result ID: 69971a875698665ec4686fb2.

[Reporting paper](<https://www.sota2.com/research/paper/698c0d29c97a0b3e3b5e1223.md>)

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

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