# Depth Super-Resolution on Middlebury 2005 (test) Source: [Depth Super-Resolution on Middlebury 2005 (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:35:02.089Z Evaluation of Depth Super-Resolution performance on the test set of the Middlebury 2005 dataset, reporting scene-specific Mean Absolute Difference (MAD) scores. 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 Super-Resolution | | Dataset (including any stated split) | Middlebury 2005 (test) | | Metric | Art MAD | | Unit | SCALAR | | Direction | Lower is better | | Results loaded | 38 of 38 | | 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 - [Art MAD](): Lower is better; unit: SCALAR. - [Books MAD](): Lower is better; unit: SCALAR. - [Dolls MAD](): Lower is better; unit: SCALAR. - [Laundry MAD](): Lower is better; unit: SCALAR. - [Moebius MAD](): Lower is better; unit: SCALAR. - [Reindeer MAD](): Lower is better; unit: SCALAR. ## Recorded results | Method | Art MAD | Result date | Report paper | | --- | --- | --- | --- | | DSRNet | 0.11 | Not recorded | 68fa69911e209131cea22baa | | DJF | 0.12 | Not recorded | 68fa69911e209131cea22baa | | DSRN | 0.12 | Not recorded | 68fa69911e209131cea22baa | | DSRNet w/o CT | 0.16 | Not recorded | 68fa69911e209131cea22baa | | DGDIE | 0.2 | Not recorded | 68fa69911e209131cea22baa | | GSRPT | 0.22 | Not recorded | 68fa69911e209131cea22baa | | DEIN | 0.23 | Not recorded | 68fa69911e209131cea22baa | | DSRN | 0.25 | Not recorded | 68fa69911e209131cea22baa | | DSRNet | 0.25 | Not recorded | 68fa69911e209131cea22baa | | DSRNet w/o CT | 0.31 | Not recorded | 68fa69911e209131cea22baa | | DJF | 0.4 | Not recorded | 68fa69911e209131cea22baa | | DEIN | 0.4 | Not recorded | 68fa69911e209131cea22baa | | CCFN | 0.43 | Not recorded | 68fa69911e209131cea22baa | | MSG | 0.46 | Not recorded | 68fa69911e209131cea22baa | | Bicubic | 0.48 | Not recorded | 68fa69911e209131cea22baa | | DGDIE | 0.48 | Not recorded | 68fa69911e209131cea22baa | | GSRPT | 0.48 | Not recorded | 68fa69911e209131cea22baa | | DSRNet | 0.53 | Not recorded | 68fa69911e209131cea22baa | | DSRNet w/o CT | 0.59 | Not recorded | 68fa69911e209131cea22baa | | DSRN | 0.61 | Not recorded | 68fa69911e209131cea22baa | | DEIN | 0.64 | Not recorded | 68fa69911e209131cea22baa | | CCFN | 0.72 | Not recorded | 68fa69911e209131cea22baa | | GSRPT | 0.74 | Not recorded | 68fa69911e209131cea22baa | | MSG | 0.76 | Not recorded | 68fa69911e209131cea22baa | | Bicubic | 0.97 | Not recorded | 68fa69911e209131cea22baa | | DJF | 1.07 | Not recorded | 68fa69911e209131cea22baa | | DGDIE | 1.2 | Not recorded | 68fa69911e209131cea22baa | | DEIN | 1.34 | Not recorded | 68fa69911e209131cea22baa | | DSRNet | 1.44 | Not recorded | 68fa69911e209131cea22baa | | GSRPT | 1.48 | Not recorded | 68fa69911e209131cea22baa | | CCFN | 1.5 | Not recorded | 68fa69911e209131cea22baa | | MSG | 1.53 | Not recorded | 68fa69911e209131cea22baa | | DSRNet w/o CT | 1.55 | Not recorded | 68fa69911e209131cea22baa | | DSRN | 1.8 | Not recorded | 68fa69911e209131cea22baa | | Bicubic | 1.85 | Not recorded | 68fa69911e209131cea22baa | | DGDIE | 2.44 | Not recorded | 68fa69911e209131cea22baa | | DJF | 2.78 | Not recorded | 68fa69911e209131cea22baa | | Bicubic | 3.59 | Not recorded | 68fa69911e209131cea22baa | ### DSRNet Art MAD: 0.11. Result ID: 698db8b28b517eb433235257. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Scale":"x2"}. This record does not assert independent reproduction. ### DJF Art MAD: 0.12. Result ID: 698db8b28b517eb433235239. [Reporting paper]() Recorded evaluation configuration: {"Scale":"x2"}. This record does not assert independent reproduction. ### DSRN Art MAD: 0.12. Result ID: 698db8b28b517eb43323524f. [Reporting paper]() Recorded evaluation configuration: {"Scale":"x2"}. This record does not assert independent reproduction. ### DSRNet w/o CT Art MAD: 0.16. Result ID: 698db8b28b517eb433235253. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Scale":"x2"}. This record does not assert independent reproduction. ### DGDIE Art MAD: 0.2. Result ID: 698db8b28b517eb433235240. [Reporting paper]() Recorded evaluation configuration: {"Scale":"x2"}. This record does not assert independent reproduction. ### GSRPT Art MAD: 0.22. Result ID: 698db8b28b517eb43323524b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Scale":"x2"}. This record does not assert independent reproduction. ### DEIN Art MAD: 0.23. Result ID: 698db8b28b517eb433235244. [Reporting paper]() Recorded evaluation configuration: {"Scale":"x2"}. This record does not assert independent reproduction. ### DSRN Art MAD: 0.25. Result ID: 698db8b28b517eb433235250. [Reporting paper]() Recorded evaluation configuration: {"Scale":"x4"}. This record does not assert independent reproduction. ### DSRNet Art MAD: 0.25. Result ID: 698db8b28b517eb433235258. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Scale":"x4"}. This record does not assert independent reproduction. ### DSRNet w/o CT Art MAD: 0.31. Result ID: 698db8b28b517eb433235254. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Scale":"x4"}. This record does not assert independent reproduction. ### DJF Art MAD: 0.4. Result ID: 698db8b28b517eb43323523a. [Reporting paper]() Recorded evaluation configuration: {"Scale":"x4"}. This record does not assert independent reproduction. ### DEIN Art MAD: 0.4. Result ID: 698db8b28b517eb433235245. [Reporting paper]() Recorded evaluation configuration: {"Scale":"x4"}. This record does not assert independent reproduction. ### CCFN Art MAD: 0.43. Result ID: 698db8b28b517eb433235248. [Reporting paper]() Recorded evaluation configuration: {"Scale":"x4"}. This record does not assert independent reproduction. ### MSG Art MAD: 0.46. Result ID: 698db8b28b517eb43323523d. [Reporting paper]() Recorded evaluation configuration: {"Scale":"x2"}. This record does not assert independent reproduction. ### Bicubic Art MAD: 0.48. Result ID: 698db8b28b517eb433235235. [Reporting paper]() Recorded evaluation configuration: {"Scale":"x2"}. This record does not assert independent reproduction. ### DGDIE Art MAD: 0.48. Result ID: 698db8b28b517eb433235241. [Reporting paper]() Recorded evaluation configuration: {"Scale":"x4"}. This record does not assert independent reproduction. ### GSRPT Art MAD: 0.48. Result ID: 698db8b28b517eb43323524c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Scale":"x4"}. This record does not assert independent reproduction. ### DSRNet Art MAD: 0.53. Result ID: 698db8b28b517eb433235259. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Scale":"x8"}. This record does not assert independent reproduction. ### DSRNet w/o CT Art MAD: 0.59. Result ID: 698db8b28b517eb433235255. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Scale":"x8"}. This record does not assert independent reproduction. ### DSRN Art MAD: 0.61. Result ID: 698db8b28b517eb433235251. [Reporting paper]() Recorded evaluation configuration: {"Scale":"x8"}. This record does not assert independent reproduction. ### DEIN Art MAD: 0.64. Result ID: 698db8b28b517eb433235246. [Reporting paper]() Recorded evaluation configuration: {"Scale":"x8"}. This record does not assert independent reproduction. ### CCFN Art MAD: 0.72. Result ID: 698db8b28b517eb433235249. [Reporting paper]() Recorded evaluation configuration: {"Scale":"x8"}. This record does not assert independent reproduction. ### GSRPT Art MAD: 0.74. Result ID: 698db8b28b517eb43323524d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Scale":"x8"}. This record does not assert independent reproduction. ### MSG Art MAD: 0.76. Result ID: 698db8b28b517eb43323523e. [Reporting paper]() Recorded evaluation configuration: {"Scale":"x4"}. This record does not assert independent reproduction. ### Bicubic Art MAD: 0.97. Result ID: 698db8b28b517eb433235236. [Reporting paper]() Recorded evaluation configuration: {"Scale":"x4"}. This record does not assert independent reproduction. ### DJF Art MAD: 1.07. Result ID: 698db8b28b517eb43323523b. [Reporting paper]() Recorded evaluation configuration: {"Scale":"x8"}. This record does not assert independent reproduction. ### DGDIE Art MAD: 1.2. Result ID: 698db8b28b517eb433235242. [Reporting paper]() Recorded evaluation configuration: {"Scale":"x8"}. This record does not assert independent reproduction. ### DEIN Art MAD: 1.34. Result ID: 698db8b28b517eb433235247. [Reporting paper]() Recorded evaluation configuration: {"Scale":"x16"}. This record does not assert independent reproduction. ### DSRNet Art MAD: 1.44. Result ID: 698db8b28b517eb43323525a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Scale":"x16"}. This record does not assert independent reproduction. ### GSRPT Art MAD: 1.48. Result ID: 698db8b28b517eb43323524e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Scale":"x16"}. This record does not assert independent reproduction. ### CCFN Art MAD: 1.5. Result ID: 698db8b28b517eb43323524a. [Reporting paper]() Recorded evaluation configuration: {"Scale":"x16"}. This record does not assert independent reproduction. ### MSG Art MAD: 1.53. Result ID: 698db8b28b517eb43323523f. [Reporting paper]() Recorded evaluation configuration: {"Scale":"x8"}. This record does not assert independent reproduction. ### DSRNet w/o CT Art MAD: 1.55. Result ID: 698db8b28b517eb433235256. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Scale":"x16"}. This record does not assert independent reproduction. ### DSRN Art MAD: 1.8. Result ID: 698db8b28b517eb433235252. [Reporting paper]() Recorded evaluation configuration: {"Scale":"x16"}. This record does not assert independent reproduction. ### Bicubic Art MAD: 1.85. Result ID: 698db8b28b517eb433235237. [Reporting paper]() Recorded evaluation configuration: {"Scale":"x8"}. This record does not assert independent reproduction. ### DGDIE Art MAD: 2.44. Result ID: 698db8b28b517eb433235243. [Reporting paper]() Recorded evaluation configuration: {"Scale":"x16"}. This record does not assert independent reproduction. ### DJF Art MAD: 2.78. Result ID: 698db8b28b517eb43323523c. [Reporting paper]() Recorded evaluation configuration: {"Scale":"x16"}. This record does not assert independent reproduction. ### Bicubic Art MAD: 3.59. Result ID: 698db8b28b517eb433235238. [Reporting paper]() Recorded evaluation configuration: {"Scale":"x16"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.