# Depth Map Super-Resolution on Middlebury Venus 8-bit (test) Source: [Depth Map Super-Resolution on Middlebury Venus 8-bit (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:59:51.417Z Evaluation of Depth Map Super-Resolution performance on the 8-bit test set of the Middlebury Venus dataset, typically measured by RMSE. 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 Map Super-Resolution | | Dataset (including any stated split) | Middlebury Venus 8-bit (test) | | Metric | RMSE | | Unit | SCALAR | | Direction | Lower is better | | Results loaded | 14 of 14 | | 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 - [RMSE](): Lower is better; unit: SCALAR. ## Recorded results | Method | RMSE | Result date | Report paper | | --- | --- | --- | --- | | bimodal co-sparse analysis model | 0.075 | Not recorded | 68fa60dc1e209131ce9f191e | | Hawe et al. | 0.105 | Not recorded | 68fa60dc1e209131ce9f191e | | bimodal co-sparse analysis model | 0.129 | Not recorded | 68fa60dc1e209131ce9f191e | | bimodal co-sparse analysis model | 0.156 | Not recorded | 68fa60dc1e209131ce9f191e | | Hawe et al. | 0.179 | Not recorded | 68fa60dc1e209131ce9f191e | | Chan et al. | 0.216 | Not recorded | 68fa60dc1e209131ce9f191e | | Hawe et al. | 0.249 | Not recorded | 68fa60dc1e209131ce9f191e | | Chan et al. | 0.273 | Not recorded | 68fa60dc1e209131ce9f191e | | nearest-neighbor | 0.288 | Not recorded | 68fa60dc1e209131ce9f191e | | Aodha et al. | 0.296 | Not recorded | 68fa60dc1e209131ce9f191e | | Chan et al. | 0.369 | Not recorded | 68fa60dc1e209131ce9f191e | | Aodha et al. | 0.395 | Not recorded | 68fa60dc1e209131ce9f191e | | nearest-neighbor | 0.408 | Not recorded | 68fa60dc1e209131ce9f191e | | nearest-neighbor | 0.546 | Not recorded | 68fa60dc1e209131ce9f191e | ### bimodal co-sparse analysis model RMSE: 0.075. Result ID: 698bcaff7a967eddb7716493. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Upscaling factor":"2x"}. This record does not assert independent reproduction. ### Hawe et al. RMSE: 0.105. Result ID: 698bcaff7a967eddb7716492. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Upscaling factor":"2x"}. This record does not assert independent reproduction. ### bimodal co-sparse analysis model RMSE: 0.129. Result ID: 698bcaff7a967eddb7716498. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Upscaling factor":"4x"}. This record does not assert independent reproduction. ### bimodal co-sparse analysis model RMSE: 0.156. Result ID: 698bcaff7a967eddb771649c. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Upscaling factor":"8x"}. This record does not assert independent reproduction. ### Hawe et al. RMSE: 0.179. Result ID: 698bcaff7a967eddb7716497. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Upscaling factor":"4x"}. This record does not assert independent reproduction. ### Chan et al. RMSE: 0.216. Result ID: 698bcaff7a967eddb7716490. [Reporting paper]() Recorded evaluation configuration: {"Upscaling factor":"2x"}. This record does not assert independent reproduction. ### Hawe et al. RMSE: 0.249. Result ID: 698bcaff7a967eddb771649b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Upscaling factor":"8x"}. This record does not assert independent reproduction. ### Chan et al. RMSE: 0.273. Result ID: 698bcaff7a967eddb7716495. [Reporting paper]() Recorded evaluation configuration: {"Upscaling factor":"4x"}. This record does not assert independent reproduction. ### nearest-neighbor RMSE: 0.288. Result ID: 698bcaff7a967eddb771648f. [Reporting paper]() Recorded evaluation configuration: {"Upscaling factor":"2x"}. This record does not assert independent reproduction. ### Aodha et al. RMSE: 0.296. Result ID: 698bcaff7a967eddb7716491. [Reporting paper]() Recorded evaluation configuration: {"Upscaling factor":"2x"}. This record does not assert independent reproduction. ### Chan et al. RMSE: 0.369. Result ID: 698bcaff7a967eddb771649a. [Reporting paper]() Recorded evaluation configuration: {"Upscaling factor":"8x"}. This record does not assert independent reproduction. ### Aodha et al. RMSE: 0.395. Result ID: 698bcaff7a967eddb7716496. [Reporting paper]() Recorded evaluation configuration: {"Upscaling factor":"4x"}. This record does not assert independent reproduction. ### nearest-neighbor RMSE: 0.408. Result ID: 698bcaff7a967eddb7716494. [Reporting paper]() Recorded evaluation configuration: {"Upscaling factor":"4x"}. This record does not assert independent reproduction. ### nearest-neighbor RMSE: 0.546. Result ID: 698bcaff7a967eddb7716499. [Reporting paper]() Recorded evaluation configuration: {"Upscaling factor":"8x"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.