# Event-based Stereo Matching on M3ED Indoor Source: [Event-based Stereo Matching on M3ED Indoor]() Collection index: [llms.txt]() Data updated: 2026-04-03T09:32:31.350Z Evaluation of Event-based Stereo Matching performance on the M3ED Indoor dataset, using metrics such as 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) | M3ED Indoor | | Metric | 1 Pixel Error (1PE) | | Unit | SCALAR | | 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 - [1 Pixel Error (1PE)](): Lower is better; unit: SCALAR. - [2 Pixel Error (2PE)](): Lower is better; unit: SCALAR. - [3 Pixel Error (3PE)](): Lower is better; unit: SCALAR. - [Mean Absolute Error (MAE)](): Lower is better; unit: SCALAR. - [Average Rank](): Lower is better; unit: SCALAR. ## Recorded results | Method | 1 Pixel Error (1PE) | Result date | Report paper | | --- | --- | --- | --- | | E-FoundationStereo | 38.93 | Not recorded | 69cf49c80636e5bf4afcdcab | | E-FoundationStereo | 40.27 | Not recorded | 69cf49c80636e5bf4afcdcab | | E-FoundationStereo | 40.74 | Not recorded | 69cf49c80636e5bf4afcdcab | | E-StereoAnywhere | 42.74 | Not recorded | 69cf49c80636e5bf4afcdcab | | E-StereoAnywhere | 44.27 | Not recorded | 69cf49c80636e5bf4afcdcab | | SE-CFF | 45.33 | Not recorded | 69cf49c80636e5bf4afcdcab | | E-StereoAnywhere | 46.02 | Not recorded | 69cf49c80636e5bf4afcdcab | | SE-CFF | 48.56 | Not recorded | 69cf49c80636e5bf4afcdcab | | SE-CFF | 51.03 | Not recorded | 69cf49c80636e5bf4afcdcab | | EMatch | 58.42 | Not recorded | 69cf49c80636e5bf4afcdcab | | EMatch | 64.34 | Not recorded | 69cf49c80636e5bf4afcdcab | | EMatch | 76.99 | Not recorded | 69cf49c80636e5bf4afcdcab | ### E-FoundationStereo 1 Pixel Error (1PE): 38.93. Result ID: 69cf892b47f34ce924b9baa5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Method":"LiDAR (GT)"}. This record does not assert independent reproduction. ### E-FoundationStereo 1 Pixel Error (1PE): 40.27. Result ID: 69cf892b47f34ce924b9baa3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Method":"MIX 3"}. This record does not assert independent reproduction. ### E-FoundationStereo 1 Pixel Error (1PE): 40.74. Result ID: 69cf892b47f34ce924b9baa4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Method":"MIX 4"}. This record does not assert independent reproduction. ### E-StereoAnywhere 1 Pixel Error (1PE): 42.74. Result ID: 69cf892b47f34ce924b9baa7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Method":"MIX 4"}. This record does not assert independent reproduction. ### E-StereoAnywhere 1 Pixel Error (1PE): 44.27. Result ID: 69cf892b47f34ce924b9baa8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Method":"LiDAR (GT)"}. This record does not assert independent reproduction. ### SE-CFF 1 Pixel Error (1PE): 45.33. Result ID: 69cf892b47f34ce924b9ba9f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Method":"LiDAR (GT)"}. This record does not assert independent reproduction. ### E-StereoAnywhere 1 Pixel Error (1PE): 46.02. Result ID: 69cf892b47f34ce924b9baa6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Method":"MIX 3"}. This record does not assert independent reproduction. ### SE-CFF 1 Pixel Error (1PE): 48.56. Result ID: 69cf892b47f34ce924b9ba9e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Method":"MIX 4"}. This record does not assert independent reproduction. ### SE-CFF 1 Pixel Error (1PE): 51.03. Result ID: 69cf892b47f34ce924b9ba9d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Method":"MIX 3"}. This record does not assert independent reproduction. ### EMatch 1 Pixel Error (1PE): 58.42. Result ID: 69cf892b47f34ce924b9baa1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Method":"MIX 4"}. This record does not assert independent reproduction. ### EMatch 1 Pixel Error (1PE): 64.34. Result ID: 69cf892b47f34ce924b9baa2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Method":"LiDAR (GT)"}. This record does not assert independent reproduction. ### EMatch 1 Pixel Error (1PE): 76.99. Result ID: 69cf892b47f34ce924b9baa0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Method":"MIX 3"}. 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