# Airway Depth Estimation on Collected ex-vivo human lung dataset

Source: [Airway Depth Estimation on Collected ex-vivo human lung dataset](<https://www.sota2.com/research/sota/airway-depth-estimation-on-collected-ex-vivo-human-lung-dataset>)

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

Data updated: 2026-02-26T05:40:43.895Z

Evaluation of Airway Depth Estimation performance using metrics like Depth Con and Local Accuracy on the Collected ex-vivo human lung 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 | Airway Depth Estimation |
| Dataset (including any stated split) | Collected ex-vivo human lung dataset |
| Metric | Depth Con |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 9 of 9 |
| 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

- [Depth Con](<https://www.sota2.com/research/sota/airway-depth-estimation-on-collected-ex-vivo-human-lung-dataset.md?metric=Depth%20Con>): Higher is better; unit: PERCENT.

- [Local Accuracy](<https://www.sota2.com/research/sota/airway-depth-estimation-on-collected-ex-vivo-human-lung-dataset.md?metric=Local%20Accuracy>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Depth Con | Result date | Report paper |
| --- | --- | --- | --- |
| 3cGAN | 99.27 | Not recorded | 68fa7b571e209131cea87eb1 |
| BREA-Depth | 97.27 | Not recorded | 68fa7b571e209131cea87eb1 |
| BREA-Depth | 96.67 | Not recorded | 68fa7b571e209131cea87eb1 |
| EndoOmni-B | 96.53 | Not recorded | 68fa7b571e209131cea87eb1 |
| EndoOmni-L | 96.09 | Not recorded | 68fa7b571e209131cea87eb1 |
| Depth Anything | 70.55 | Not recorded | 68fa7b571e209131cea87eb1 |
| BREA-Depth | 68.36 | Not recorded | 68fa7b571e209131cea87eb1 |
| Depth Anything V2 | 60.88 | Not recorded | 68fa7b571e209131cea87eb1 |
| EndoDAC | 34.58 | Not recorded | 68fa7b571e209131cea87eb1 |

### 3cGAN

Depth Con: 99.27. Result ID: 698b84b57a967eddb76f3f11.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7b571e209131cea87eb1.md>)

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

### BREA-Depth

Depth Con: 97.27. Result ID: 698b84b57a967eddb76f3f17.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7b571e209131cea87eb1.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7b571e209131cea87eb1.md>)

[Implementation](<https://github.com/SIRGLab/BREA-Depth>)

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

### BREA-Depth

Depth Con: 96.67. Result ID: 698b84b57a967eddb76f3f19.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7b571e209131cea87eb1.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7b571e209131cea87eb1.md>)

[Implementation](<https://github.com/SIRGLab/BREA-Depth>)

Recorded evaluation configuration: {"w/o L\_airway":true}. This record does not assert independent reproduction.

### EndoOmni-B

Depth Con: 96.53. Result ID: 698b84b57a967eddb76f3f15.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7b571e209131cea87eb1.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa767c1e209131cea6d573.md>)

Recorded evaluation configuration: {"model\_size":"Base"}. This record does not assert independent reproduction.

### EndoOmni-L

Depth Con: 96.09. Result ID: 698b84b57a967eddb76f3f16.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7b571e209131cea87eb1.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa767c1e209131cea6d573.md>)

Recorded evaluation configuration: {"model\_size":"Large"}. This record does not assert independent reproduction.

### Depth Anything

Depth Con: 70.55. Result ID: 698b84b57a967eddb76f3f12.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7b571e209131cea87eb1.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa72cb1e209131cea58771.md>)

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

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

### BREA-Depth

Depth Con: 68.36. Result ID: 698b84b57a967eddb76f3f18.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7b571e209131cea87eb1.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7b571e209131cea87eb1.md>)

[Implementation](<https://github.com/SIRGLab/BREA-Depth>)

Recorded evaluation configuration: {"w/o CycleGAN":true}. This record does not assert independent reproduction.

### Depth Anything V2

Depth Con: 60.88. Result ID: 698b84b57a967eddb76f3f13.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7b571e209131cea87eb1.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.

### EndoDAC

Depth Con: 34.58. Result ID: 698b84b57a967eddb76f3f14.

[Reporting paper](<https://www.sota2.com/research/paper/68fa7b571e209131cea87eb1.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa73351e209131cea5b2a5.md>)

[Implementation](<https://github.com/BeileiCui/EndoDAC>)

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

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