# Depth Map Super-Resolution on Middlebury Teddy 8-bit (test) Source: [Depth Map Super-Resolution on Middlebury Teddy 8-bit (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:59:51.431Z Evaluation of Depth Map Super-Resolution performance on the test split of the Middlebury Teddy 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 Teddy 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 | 0.702 | Not recorded | 68fa60dc1e209131ce9f191e | | Aodha et al. | 0.977 | Not recorded | 68fa60dc1e209131ce9f191e | | Hawe et al. | 0.996 | Not recorded | 68fa60dc1e209131ce9f191e | | Chan et al. | 1.023 | Not recorded | 68fa60dc1e209131ce9f191e | | Chan et al. | 1.125 | Not recorded | 68fa60dc1e209131ce9f191e | | Aodha et al. | 1.184 | Not recorded | 68fa60dc1e209131ce9f191e | | bimodal co-sparse analysis model | 1.347 | Not recorded | 68fa60dc1e209131ce9f191e | | Hawe et al. | 1.389 | Not recorded | 68fa60dc1e209131ce9f191e | | Chan et al. | 1.41 | Not recorded | 68fa60dc1e209131ce9f191e | | nearest-neighbor | 1.543 | Not recorded | 68fa60dc1e209131ce9f191e | | bimodal co-sparse analysis model | 1.662 | Not recorded | 68fa60dc1e209131ce9f191e | | Hawe et al. | 1.743 | Not recorded | 68fa60dc1e209131ce9f191e | | nearest-neighbor | 1.943 | Not recorded | 68fa60dc1e209131ce9f191e | | nearest-neighbor | 2.614 | Not recorded | 68fa60dc1e209131ce9f191e | ### bimodal co-sparse analysis model RMSE: 0.702. Result ID: 698bcaff7a967eddb77164a1. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Upscaling factor":"2x"}. This record does not assert independent reproduction. ### Aodha et al. RMSE: 0.977. Result ID: 698bcaff7a967eddb771649f. [Reporting paper]() Recorded evaluation configuration: {"Upscaling factor":"2x"}. This record does not assert independent reproduction. ### Hawe et al. RMSE: 0.996. Result ID: 698bcaff7a967eddb77164a0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Upscaling factor":"2x"}. This record does not assert independent reproduction. ### Chan et al. RMSE: 1.023. Result ID: 698bcaff7a967eddb771649e. [Reporting paper]() Recorded evaluation configuration: {"Upscaling factor":"2x"}. This record does not assert independent reproduction. ### Chan et al. RMSE: 1.125. Result ID: 698bcaff7a967eddb77164a3. [Reporting paper]() Recorded evaluation configuration: {"Upscaling factor":"4x"}. This record does not assert independent reproduction. ### Aodha et al. RMSE: 1.184. Result ID: 698bcaff7a967eddb77164a4. [Reporting paper]() Recorded evaluation configuration: {"Upscaling factor":"4x"}. This record does not assert independent reproduction. ### bimodal co-sparse analysis model RMSE: 1.347. Result ID: 698bcaff7a967eddb77164a6. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Upscaling factor":"4x"}. This record does not assert independent reproduction. ### Hawe et al. RMSE: 1.389. Result ID: 698bcaff7a967eddb77164a5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Upscaling factor":"4x"}. This record does not assert independent reproduction. ### Chan et al. RMSE: 1.41. Result ID: 698bcaff7a967eddb77164a8. [Reporting paper]() Recorded evaluation configuration: {"Upscaling factor":"8x"}. This record does not assert independent reproduction. ### nearest-neighbor RMSE: 1.543. Result ID: 698bcaff7a967eddb771649d. [Reporting paper]() Recorded evaluation configuration: {"Upscaling factor":"2x"}. This record does not assert independent reproduction. ### bimodal co-sparse analysis model RMSE: 1.662. Result ID: 698bcaff7a967eddb77164aa. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Upscaling factor":"8x"}. This record does not assert independent reproduction. ### Hawe et al. RMSE: 1.743. Result ID: 698bcaff7a967eddb77164a9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Upscaling factor":"8x"}. This record does not assert independent reproduction. ### nearest-neighbor RMSE: 1.943. Result ID: 698bcaff7a967eddb77164a2. [Reporting paper]() Recorded evaluation configuration: {"Upscaling factor":"4x"}. This record does not assert independent reproduction. ### nearest-neighbor RMSE: 2.614. Result ID: 698bcaff7a967eddb77164a7. [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.