# Partial Shape Matching on Point Clouds hole (test) Source: [Partial Shape Matching on Point Clouds hole (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:52:06.658Z Evaluation of Partial Shape Matching performance on the test split of the Point Clouds hole dataset, typically measured using Mean geodesic error. 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 | Partial Shape Matching | | Dataset (including any stated split) | Point Clouds hole (test) | | Metric | Mean Geodesic Error | | Unit | SCALAR | | Direction | Lower is better | | Results loaded | 2 of 2 | | 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 - [Mean Geodesic Error](): Lower is better; unit: SCALAR. ## Recorded results | Method | Mean Geodesic Error | Result date | Report paper | | --- | --- | --- | --- | | NIM | 0.07 | Not recorded | 68fa6eaa1e209131cea41381 | | LIE | 0.15 | Not recorded | 68fa6eaa1e209131cea41381 | ### NIM Mean Geodesic Error: 0.07. Result ID: 69904b3c3a6c314849ff8598. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### LIE Mean Geodesic Error: 0.15. Result ID: 69904b3c3a6c314849ff8597. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.