# Depth Map Super-Resolution on Middlebury Cones 8-bit (test) Source: [Depth Map Super-Resolution on Middlebury Cones 8-bit (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:59:51.443Z Evaluation of Depth Map Super-Resolution performance on the test split of the Middlebury Cones 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 Cones 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 | 0.68 | Not recorded | 68fa60dc1e209131ce9f191e | | Hawe et al. | 0.939 | Not recorded | 68fa60dc1e209131ce9f191e | | Aodha et al. | 1.227 | Not recorded | 68fa60dc1e209131ce9f191e | | Chan et al. | 1.353 | Not recorded | 68fa60dc1e209131ce9f191e | | bimodal co-sparse analysis model | 1.383 | Not recorded | 68fa60dc1e209131ce9f191e | | Hawe et al. | 1.398 | Not recorded | 68fa60dc1e209131ce9f191e | | Chan et al. | 1.45 | Not recorded | 68fa60dc1e209131ce9f191e | | nearest-neighbor | 1.531 | Not recorded | 68fa60dc1e209131ce9f191e | | Chan et al. | 1.635 | Not recorded | 68fa60dc1e209131ce9f191e | | Aodha et al. | 1.779 | Not recorded | 68fa60dc1e209131ce9f191e | | bimodal co-sparse analysis model | 1.871 | Not recorded | 68fa60dc1e209131ce9f191e | | Hawe et al. | 1.883 | Not recorded | 68fa60dc1e209131ce9f191e | | nearest-neighbor | 2.47 | Not recorded | 68fa60dc1e209131ce9f191e | | nearest-neighbor | 3.26 | Not recorded | 68fa60dc1e209131ce9f191e | ### bimodal co-sparse analysis model RMSE: 0.68. Result ID: 698bcaff7a967eddb77164af. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Upscaling factor":"2x"}. This record does not assert independent reproduction. ### Hawe et al. RMSE: 0.939. Result ID: 698bcaff7a967eddb77164ae. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Upscaling factor":"2x"}. This record does not assert independent reproduction. ### Aodha et al. RMSE: 1.227. Result ID: 698bcaff7a967eddb77164ad. [Reporting paper]() Recorded evaluation configuration: {"Upscaling factor":"2x"}. This record does not assert independent reproduction. ### Chan et al. RMSE: 1.353. Result ID: 698bcaff7a967eddb77164ac. [Reporting paper]() Recorded evaluation configuration: {"Upscaling factor":"2x"}. This record does not assert independent reproduction. ### bimodal co-sparse analysis model RMSE: 1.383. Result ID: 698bcaff7a967eddb77164b4. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Upscaling factor":"4x"}. This record does not assert independent reproduction. ### Hawe et al. RMSE: 1.398. Result ID: 698bcaff7a967eddb77164b3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Upscaling factor":"4x"}. This record does not assert independent reproduction. ### Chan et al. RMSE: 1.45. Result ID: 698bcaff7a967eddb77164b1. [Reporting paper]() Recorded evaluation configuration: {"Upscaling factor":"4x"}. This record does not assert independent reproduction. ### nearest-neighbor RMSE: 1.531. Result ID: 698bcaff7a967eddb77164ab. [Reporting paper]() Recorded evaluation configuration: {"Upscaling factor":"2x"}. This record does not assert independent reproduction. ### Chan et al. RMSE: 1.635. Result ID: 698bcaff7a967eddb77164b6. [Reporting paper]() Recorded evaluation configuration: {"Upscaling factor":"8x"}. This record does not assert independent reproduction. ### Aodha et al. RMSE: 1.779. Result ID: 698bcaff7a967eddb77164b2. [Reporting paper]() Recorded evaluation configuration: {"Upscaling factor":"4x"}. This record does not assert independent reproduction. ### bimodal co-sparse analysis model RMSE: 1.871. Result ID: 698bcaff7a967eddb77164b8. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Upscaling factor":"8x"}. This record does not assert independent reproduction. ### Hawe et al. RMSE: 1.883. Result ID: 698bcaff7a967eddb77164b7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Upscaling factor":"8x"}. This record does not assert independent reproduction. ### nearest-neighbor RMSE: 2.47. Result ID: 698bcaff7a967eddb77164b0. [Reporting paper]() Recorded evaluation configuration: {"Upscaling factor":"4x"}. This record does not assert independent reproduction. ### nearest-neighbor RMSE: 3.26. Result ID: 698bcaff7a967eddb77164b5. [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.