# Event-based Stereo Matching on M3ED (Night) Source: [Event-based Stereo Matching on M3ED (Night)]() Collection index: [llms.txt]() Data updated: 2026-04-03T09:32:31.313Z Evaluation of Event-based Stereo Matching performance on the M3ED (Night) dataset, reporting error metrics including 1PE, 2PE, 3PE, MAE, and Avg Rank. 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 | Event-based Stereo Matching | | Dataset (including any stated split) | M3ED (Night) | | Metric | 1PE | | Unit | PERCENT | | Direction | Lower is better | | Results loaded | 12 of 12 | | 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 - [1PE](): Lower is better; unit: PERCENT. - [2PE](): Lower is better; unit: PERCENT. - [3PE](): Lower is better; unit: PERCENT. - [MAE](): Lower is better; unit: SCALAR. - [Average Rank](): Lower is better; unit: SCALAR. ## Recorded results | Method | 1PE | Result date | Report paper | | --- | --- | --- | --- | | E-FoundationStereo | 46.9 | Not recorded | 69cf49c80636e5bf4afcdcab | | E-FoundationStereo | 49.26 | Not recorded | 69cf49c80636e5bf4afcdcab | | SE-CFF | 51.57 | Not recorded | 69cf49c80636e5bf4afcdcab | | E-FoundationStereo | 55.77 | Not recorded | 69cf49c80636e5bf4afcdcab | | SE-CFF | 58.32 | Not recorded | 69cf49c80636e5bf4afcdcab | | E-StereoAnywhere | 58.62 | Not recorded | 69cf49c80636e5bf4afcdcab | | SE-CFF | 58.94 | Not recorded | 69cf49c80636e5bf4afcdcab | | E-StereoAnywhere | 59.21 | Not recorded | 69cf49c80636e5bf4afcdcab | | E-StereoAnywhere | 63.23 | Not recorded | 69cf49c80636e5bf4afcdcab | | EMatch | 63.69 | Not recorded | 69cf49c80636e5bf4afcdcab | | EMatch | 83.36 | Not recorded | 69cf49c80636e5bf4afcdcab | | EMatch | 90.02 | Not recorded | 69cf49c80636e5bf4afcdcab | ### E-FoundationStereo 1PE: 46.9. Result ID: 69cf892b47f34ce924b9ba98. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Method":"MIX 4"}. This record does not assert independent reproduction. ### E-FoundationStereo 1PE: 49.26. Result ID: 69cf892b47f34ce924b9ba97. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Method":"MIX 3"}. This record does not assert independent reproduction. ### SE-CFF 1PE: 51.57. Result ID: 69cf892b47f34ce924b9ba92. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Method":"MIX 4"}. This record does not assert independent reproduction. ### E-FoundationStereo 1PE: 55.77. Result ID: 69cf892b47f34ce924b9ba99. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Method":"LiDAR (GT)"}. This record does not assert independent reproduction. ### SE-CFF 1PE: 58.32. Result ID: 69cf892b47f34ce924b9ba91. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Method":"MIX 3"}. This record does not assert independent reproduction. ### E-StereoAnywhere 1PE: 58.62. Result ID: 69cf892b47f34ce924b9ba9b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Method":"MIX 4"}. This record does not assert independent reproduction. ### SE-CFF 1PE: 58.94. Result ID: 69cf892b47f34ce924b9ba93. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Method":"LiDAR (GT)"}. This record does not assert independent reproduction. ### E-StereoAnywhere 1PE: 59.21. Result ID: 69cf892b47f34ce924b9ba9a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Method":"MIX 3"}. This record does not assert independent reproduction. ### E-StereoAnywhere 1PE: 63.23. Result ID: 69cf892b47f34ce924b9ba9c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Method":"LiDAR (GT)"}. This record does not assert independent reproduction. ### EMatch 1PE: 63.69. Result ID: 69cf892b47f34ce924b9ba95. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Method":"MIX 4"}. This record does not assert independent reproduction. ### EMatch 1PE: 83.36. Result ID: 69cf892b47f34ce924b9ba96. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Method":"LiDAR (GT)"}. This record does not assert independent reproduction. ### EMatch 1PE: 90.02. Result ID: 69cf892b47f34ce924b9ba94. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Method":"MIX 3"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.