# Depth Map Super-Resolution on Middlebury Tsukuba 8-bit (test) Source: [Depth Map Super-Resolution on Middlebury Tsukuba 8-bit (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:59:51.249Z Evaluation of Depth Map Super-Resolution performance on the test split of the Middlebury Tsukuba 8-bit dataset, measured using 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 Tsukuba 8-bit (test) | | Metric | RMSE | | Unit | SCALAR | | Direction | Lower is better | | Results loaded | 11 of 11 | | 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 | 0.255 | Not recorded | 68fa60dc1e209131ce9f191e | | Hawe et al. | 0.278 | Not recorded | 68fa60dc1e209131ce9f191e | | Hawe et al. | 0.45 | Not recorded | 68fa60dc1e209131ce9f191e | | bimodal co-sparse analysis model | 0.487 | Not recorded | 68fa60dc1e209131ce9f191e | | Aodha et al. | 0.601 | Not recorded | 68fa60dc1e209131ce9f191e | | nearest-neighbor | 0.612 | Not recorded | 68fa60dc1e209131ce9f191e | | Hawe et al. | 0.713 | Not recorded | 68fa60dc1e209131ce9f191e | | bimodal co-sparse analysis model | 0.753 | Not recorded | 68fa60dc1e209131ce9f191e | | Aodha et al. | 0.833 | Not recorded | 68fa60dc1e209131ce9f191e | | nearest-neighbor | 1.135 | Not recorded | 68fa60dc1e209131ce9f191e | | nearest-neighbor | 1.189 | Not recorded | 68fa60dc1e209131ce9f191e | ### bimodal co-sparse analysis model RMSE: 0.255. Result ID: 698bcaff7a967eddb7716487. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Upscaling factor":"2x"}. This record does not assert independent reproduction. ### Hawe et al. RMSE: 0.278. Result ID: 698bcaff7a967eddb7716486. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Upscaling factor":"2x"}. This record does not assert independent reproduction. ### Hawe et al. RMSE: 0.45. Result ID: 698bcaff7a967eddb771648a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Upscaling factor":"4x"}. This record does not assert independent reproduction. ### bimodal co-sparse analysis model RMSE: 0.487. Result ID: 698bcaff7a967eddb771648b. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Upscaling factor":"4x"}. This record does not assert independent reproduction. ### Aodha et al. RMSE: 0.601. Result ID: 698bcaff7a967eddb7716485. [Reporting paper]() Recorded evaluation configuration: {"Upscaling factor":"2x"}. This record does not assert independent reproduction. ### nearest-neighbor RMSE: 0.612. Result ID: 698bcaff7a967eddb7716484. [Reporting paper]() Recorded evaluation configuration: {"Upscaling factor":"2x"}. This record does not assert independent reproduction. ### Hawe et al. RMSE: 0.713. Result ID: 698bcaff7a967eddb771648d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Upscaling factor":"8x"}. This record does not assert independent reproduction. ### bimodal co-sparse analysis model RMSE: 0.753. Result ID: 698bcaff7a967eddb771648e. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Upscaling factor":"8x"}. This record does not assert independent reproduction. ### Aodha et al. RMSE: 0.833. Result ID: 698bcaff7a967eddb7716489. [Reporting paper]() Recorded evaluation configuration: {"Upscaling factor":"4x"}. This record does not assert independent reproduction. ### nearest-neighbor RMSE: 1.135. Result ID: 698bcaff7a967eddb771648c. [Reporting paper]() Recorded evaluation configuration: {"Upscaling factor":"8x"}. This record does not assert independent reproduction. ### nearest-neighbor RMSE: 1.189. Result ID: 698bcaff7a967eddb7716488. [Reporting paper]() Recorded evaluation configuration: {"Upscaling factor":"4x"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.