# Event-based Stereo Matching on MVSEC Night Source: [Event-based Stereo Matching on MVSEC Night]() Collection index: [llms.txt]() Data updated: 2026-04-03T09:32:31.441Z Evaluation of Event-based Stereo Matching performance on the MVSEC Night dataset, reporting error metrics including 1PE, 2PE, 3PE, MAE, and Average 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) | MVSEC 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 | | --- | --- | --- | --- | | SE-CFF | 40.54 | Not recorded | 69cf49c80636e5bf4afcdcab | | E-FoundationStereo | 58.15 | Not recorded | 69cf49c80636e5bf4afcdcab | | EMatch | 68.51 | Not recorded | 69cf49c80636e5bf4afcdcab | | E-StereoAnywhere | 72.21 | Not recorded | 69cf49c80636e5bf4afcdcab | | E-StereoAnywhere | 75.97 | Not recorded | 69cf49c80636e5bf4afcdcab | | SE-CFF | 78.19 | Not recorded | 69cf49c80636e5bf4afcdcab | | E-FoundationStereo | 81.89 | Not recorded | 69cf49c80636e5bf4afcdcab | | EMatch | 91.74 | Not recorded | 69cf49c80636e5bf4afcdcab | | SE-CFF | 96.89 | Not recorded | 69cf49c80636e5bf4afcdcab | | E-FoundationStereo | 97.32 | Not recorded | 69cf49c80636e5bf4afcdcab | | E-StereoAnywhere | 97.59 | Not recorded | 69cf49c80636e5bf4afcdcab | | EMatch | 98.56 | Not recorded | 69cf49c80636e5bf4afcdcab | ### SE-CFF 1PE: 40.54. Result ID: 69cf892b47f34ce924b9babe. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Method":"MIX 4"}. This record does not assert independent reproduction. ### E-FoundationStereo 1PE: 58.15. Result ID: 69cf892b47f34ce924b9bac4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Method":"MIX 4"}. This record does not assert independent reproduction. ### EMatch 1PE: 68.51. Result ID: 69cf892b47f34ce924b9bac1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Method":"MIX 4"}. This record does not assert independent reproduction. ### E-StereoAnywhere 1PE: 72.21. Result ID: 69cf892b47f34ce924b9bac7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Method":"MIX 4"}. This record does not assert independent reproduction. ### E-StereoAnywhere 1PE: 75.97. Result ID: 69cf892b47f34ce924b9bac6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Method":"MIX 3"}. This record does not assert independent reproduction. ### SE-CFF 1PE: 78.19. Result ID: 69cf892b47f34ce924b9babd. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Method":"MIX 3"}. This record does not assert independent reproduction. ### E-FoundationStereo 1PE: 81.89. Result ID: 69cf892b47f34ce924b9bac3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Method":"MIX 3"}. This record does not assert independent reproduction. ### EMatch 1PE: 91.74. Result ID: 69cf892b47f34ce924b9bac0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Method":"MIX 3"}. This record does not assert independent reproduction. ### SE-CFF 1PE: 96.89. Result ID: 69cf892b47f34ce924b9babf. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Method":"LiDAR (GT)"}. This record does not assert independent reproduction. ### E-FoundationStereo 1PE: 97.32. Result ID: 69cf892b47f34ce924b9bac5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Method":"LiDAR (GT)"}. This record does not assert independent reproduction. ### E-StereoAnywhere 1PE: 97.59. Result ID: 69cf892b47f34ce924b9bac8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Method":"LiDAR (GT)"}. This record does not assert independent reproduction. ### EMatch 1PE: 98.56. Result ID: 69cf892b47f34ce924b9bac2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Method":"LiDAR (GT)"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.