# Occluding Boundary Accuracy on NYUv2-OC (test)

Source: [Occluding Boundary Accuracy on NYUv2-OC (test)](<https://www.sota2.com/research/sota/occluding-boundary-accuracy-on-nyuv2-oc-test>)

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

Data updated: 2026-02-26T05:40:12.027Z

Evaluation of Occluding Boundary Accuracy (DBE) on the test split of the NYUv2-OC dataset, measured using specific pixel distance thresholds.

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 | Occluding Boundary Accuracy |
| Dataset (including any stated split) | NYUv2-OC (test) |
| Metric | DBE Accuracy (px) {0.1, 0.2} |
| Unit | SCALAR |
| Direction | Lower is better |
| Results loaded | 6 of 6 |
| 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

- [DBE Accuracy (px) {0.1, 0.2}](<https://www.sota2.com/research/sota/occluding-boundary-accuracy-on-nyuv2-oc-test.md?metric=DBE%20Accuracy%20(px)%20%7B0.1%2C%200.2%7D>): Lower is better; unit: SCALAR.

- [DBE Accuracy (px) {0.01, 0.1}](<https://www.sota2.com/research/sota/occluding-boundary-accuracy-on-nyuv2-oc-test.md?metric=DBE%20Accuracy%20(px)%20%7B0.01%2C%200.1%7D>): Lower is better; unit: SCALAR.

- [DBE Accuracy (px) {0.005, 0.06}](<https://www.sota2.com/research/sota/occluding-boundary-accuracy-on-nyuv2-oc-test.md?metric=DBE%20Accuracy%20(px)%20%7B0.005%2C%200.06%7D>): Lower is better; unit: SCALAR.

- [DBE Accuracy (px) {0.03, 0.05}](<https://www.sota2.com/research/sota/occluding-boundary-accuracy-on-nyuv2-oc-test.md?metric=DBE%20Accuracy%20(px)%20%7B0.03%2C%200.05%7D>): Lower is better; unit: SCALAR.

## Recorded results

| Method | DBE Accuracy (px) {0.1, 0.2} | Result date | Report paper |
| --- | --- | --- | --- |
| SharpNet | 2.272 | Not recorded | 68fa66ad1e209131cea11ac7 |
| Eigen et al. | 2.84 | Not recorded | 68fa66ad1e209131cea11ac7 |
| Eigen et al. | 2.895 | Not recorded | 68fa66ad1e209131cea11ac7 |
| Fu et al. | 3.714 | Not recorded | 68fa66ad1e209131cea11ac7 |
| Laina et al. | 3.901 | Not recorded | 68fa66ad1e209131cea11ac7 |
| Jiao et al. | 6.389 | Not recorded | 68fa66ad1e209131cea11ac7 |

### SharpNet

DBE Accuracy (px) {0.1, 0.2}: 2.272. Result ID: 698d01c98b517eb4331e5158.

[Reporting paper](<https://www.sota2.com/research/paper/68fa66ad1e209131cea11ac7.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa66ad1e209131cea11ac7.md>)

[Implementation](<https://www.github.com/MichaelRamamonjisoa/SharpNet>)

Recorded evaluation configuration: {"Evaluation Crop":"center crop","Depth Clipping Range":"\[0.7m, 10m\]"}. This record does not assert independent reproduction.

### Eigen et al.

DBE Accuracy (px) {0.1, 0.2}: 2.84. Result ID: 698d01c98b517eb4331e5154.

[Reporting paper](<https://www.sota2.com/research/paper/68fa66ad1e209131cea11ac7.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa622f1e209131ce9f803e.md>)

[Implementation](<http://cs.nyu.edu/~deigen/dnl/>)

Recorded evaluation configuration: {"Backbone":"AlexNet","Evaluation Crop":"center crop","Depth Clipping Range":"\[0.7m, 10m\]"}. This record does not assert independent reproduction.

### Eigen et al.

DBE Accuracy (px) {0.1, 0.2}: 2.895. Result ID: 698d01c98b517eb4331e5153.

[Reporting paper](<https://www.sota2.com/research/paper/68fa66ad1e209131cea11ac7.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa622f1e209131ce9f803e.md>)

[Implementation](<http://cs.nyu.edu/~deigen/dnl/>)

Recorded evaluation configuration: {"Backbone":"VGG","Evaluation Crop":"center crop","Depth Clipping Range":"\[0.7m, 10m\]"}. This record does not assert independent reproduction.

### Fu et al.

DBE Accuracy (px) {0.1, 0.2}: 3.714. Result ID: 698d01c98b517eb4331e5156.

[Reporting paper](<https://www.sota2.com/research/paper/68fa66ad1e209131cea11ac7.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa64671e209131cea04784.md>)

[Implementation](<https://github.com/hufu6371/DORN>)

Recorded evaluation configuration: {"Evaluation Crop":"center crop","Depth Clipping Range":"\[0.7m, 10m\]"}. This record does not assert independent reproduction.

### Laina et al.

DBE Accuracy (px) {0.1, 0.2}: 3.901. Result ID: 698d01c98b517eb4331e5155.

[Reporting paper](<https://www.sota2.com/research/paper/68fa66ad1e209131cea11ac7.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa62bf1e209131ce9fb1af.md>)

Recorded evaluation configuration: {"Evaluation Crop":"center crop","Depth Clipping Range":"\[0.7m, 10m\]"}. This record does not assert independent reproduction.

### Jiao et al.

DBE Accuracy (px) {0.1, 0.2}: 6.389. Result ID: 698d01c98b517eb4331e5157.

[Reporting paper](<https://www.sota2.com/research/paper/68fa66ad1e209131cea11ac7.md>)

Recorded evaluation configuration: {"Evaluation Crop":"center crop","Depth Clipping Range":"\[0.7m, 10m\]"}. This record does not assert independent reproduction.

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