# Depth Estimation on pulmonary phantom dataset (test) Source: [Depth Estimation on pulmonary phantom dataset (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:51:48.745Z Evaluation of Depth Estimation performance on the test split of the pulmonary phantom dataset, measured using metrics such as Mean Absolute Relative Difference, RMSE, and thresholded 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 | Depth Estimation | | Dataset (including any stated split) | pulmonary phantom dataset (test) | | Metric | Mean Abs Rel Diff | | 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 - [Mean Abs Rel Diff](): Lower is better; unit: SCALAR. - [RMSE](): Lower is better; unit: SCALAR. - [Accuracy (sigma=1.25)](): Higher is better; unit: PERCENT. - [Accuracy (sigma=1.25^2)](): Higher is better; unit: PERCENT. - [Accuracy (sigma=1.25^3)](): Higher is better; unit: PERCENT. ## Recorded results | Method | Mean Abs Rel Diff | Result date | Report paper | | --- | --- | --- | --- | | Domain-adapted | 0.379 | Not recorded | 68fa6add1e209131cea2ae1a | | Explicit DT | 0.524 | Not recorded | 68fa6add1e209131cea2ae1a | | Domain-adapted | 0.543 | Not recorded | 68fa6add1e209131cea2ae1a | | Explicit DT | 0.58 | Not recorded | 68fa6add1e209131cea2ae1a | | Vanilla | 0.659 | Not recorded | 68fa6add1e209131cea2ae1a | | Vanilla | 0.699 | Not recorded | 68fa6add1e209131cea2ae1a | ### Domain-adapted Mean Abs Rel Diff: 0.379. Result ID: 698e3fd3ffc3901de09c0252. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Coordinate convolution":"With"}. This record does not assert independent reproduction. ### Explicit DT Mean Abs Rel Diff: 0.524. Result ID: 698e3fd3ffc3901de09c024e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Coordinate convolution":"Without"}. This record does not assert independent reproduction. ### Domain-adapted Mean Abs Rel Diff: 0.543. Result ID: 698e3fd3ffc3901de09c024f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Coordinate convolution":"Without"}. This record does not assert independent reproduction. ### Explicit DT Mean Abs Rel Diff: 0.58. Result ID: 698e3fd3ffc3901de09c0251. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Coordinate convolution":"With"}. This record does not assert independent reproduction. ### Vanilla Mean Abs Rel Diff: 0.659. Result ID: 698e3fd3ffc3901de09c024d. [Reporting paper]() Recorded evaluation configuration: {"Coordinate convolution":"Without"}. This record does not assert independent reproduction. ### Vanilla Mean Abs Rel Diff: 0.699. Result ID: 698e3fd3ffc3901de09c0250. [Reporting paper]() Recorded evaluation configuration: {"Coordinate convolution":"With"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.