# Shape Matching on SMAL (mean geodesic error x100) Source: [Shape Matching on SMAL (mean geodesic error x100)]() Collection index: [llms.txt]() Data updated: 2026-06-26T07:58:52.638Z Evaluation of shape matching performance on the SMAL dataset, specifically measured using the mean geodesic error scaled by 100. 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 | Shape Matching | | Dataset (including any stated split) | SMAL | | Metric | Mean Geodesic Error (x100) | | Unit | SCALAR | | Direction | Lower is better | | Results loaded | 15 of 15 | | 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 (x100)](): Lower is better; unit: SCALAR. ## Recorded results | Method | Mean Geodesic Error (x100) | Result date | Report paper | | --- | --- | --- | --- | | Coarse-to-Fine | 2.9 | Not recorded | 6a3e07b6206542251d7cb5cd | | HybridFMaps | 3.5 | Not recorded | 6a3e07b6206542251d7cb5cd | | DeepFAFM | 3.9 | Not recorded | 6a3e07b6206542251d7cb5cd | | GeomFMaps | 4.3 | Not recorded | 6a3e07b6206542251d7cb5cd | | DiffZO | 4.3 | Not recorded | 6a3e07b6206542251d7cb5cd | | DenoiseFMaps | 4.3 | Not recorded | 6a3e07b6206542251d7cb5cd | | AttentiveFMaps | 4.4 | Not recorded | 6a3e07b6206542251d7cb5cd | | RFMNet | 4.4 | Not recorded | 6a3e07b6206542251d7cb5cd | | ULRSSM | 4.5 | Not recorded | 6a3e07b6206542251d7cb5cd | | DUO-FMNet | 4.8 | Not recorded | 6a3e07b6206542251d7cb5cd | | MWP | 20.9 | Not recorded | 6a3e07b6206542251d7cb5cd | | Deep Shells | 21.4 | Not recorded | 6a3e07b6206542251d7cb5cd | | SmoothShells | 34.9 | Not recorded | 6a3e07b6206542251d7cb5cd | | DiscreteOp | 36.1 | Not recorded | 6a3e07b6206542251d7cb5cd | | ZoomOut | 47.7 | Not recorded | 6a3e07b6206542251d7cb5cd | ### Coarse-to-Fine Mean Geodesic Error (x100): 2.9. Result ID: 6a3e3121fbc373592c5fb6e2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Method category":"Unsupervised"}. This record does not assert independent reproduction. ### HybridFMaps Mean Geodesic Error (x100): 3.5. Result ID: 6a3e3121fbc373592c5fb6df. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Method category":"Unsupervised"}. This record does not assert independent reproduction. ### DeepFAFM Mean Geodesic Error (x100): 3.9. Result ID: 6a3e3121fbc373592c5fb6e0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Method category":"Unsupervised"}. This record does not assert independent reproduction. ### GeomFMaps Mean Geodesic Error (x100): 4.3. Result ID: 6a3e3121fbc373592c5fb6d8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Method category":"Supervised"}. This record does not assert independent reproduction. ### DiffZO Mean Geodesic Error (x100): 4.3. Result ID: 6a3e3121fbc373592c5fb6de. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Method category":"Unsupervised"}. This record does not assert independent reproduction. ### DenoiseFMaps Mean Geodesic Error (x100): 4.3. Result ID: 6a3e3121fbc373592c5fb6e1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Method category":"Unsupervised"}. This record does not assert independent reproduction. ### AttentiveFMaps Mean Geodesic Error (x100): 4.4. Result ID: 6a3e3121fbc373592c5fb6db. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Method category":"Unsupervised"}. This record does not assert independent reproduction. ### RFMNet Mean Geodesic Error (x100): 4.4. Result ID: 6a3e3121fbc373592c5fb6dc. [Reporting paper]() Recorded evaluation configuration: {"Method category":"Unsupervised"}. This record does not assert independent reproduction. ### ULRSSM Mean Geodesic Error (x100): 4.5. Result ID: 6a3e3121fbc373592c5fb6dd. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Method category":"Unsupervised"}. This record does not assert independent reproduction. ### DUO-FMNet Mean Geodesic Error (x100): 4.8. Result ID: 6a3e3121fbc373592c5fb6da. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Method category":"Unsupervised"}. This record does not assert independent reproduction. ### MWP Mean Geodesic Error (x100): 20.9. Result ID: 6a3e3121fbc373592c5fb6d7. [Reporting paper]() Recorded evaluation configuration: {"Method category":"Axiomatic"}. This record does not assert independent reproduction. ### Deep Shells Mean Geodesic Error (x100): 21.4. Result ID: 6a3e3121fbc373592c5fb6d9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Method category":"Unsupervised"}. This record does not assert independent reproduction. ### SmoothShells Mean Geodesic Error (x100): 34.9. Result ID: 6a3e3121fbc373592c5fb6d5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Method category":"Axiomatic"}. This record does not assert independent reproduction. ### DiscreteOp Mean Geodesic Error (x100): 36.1. Result ID: 6a3e3121fbc373592c5fb6d6. [Reporting paper]() Recorded evaluation configuration: {"Method category":"Axiomatic"}. This record does not assert independent reproduction. ### ZoomOut Mean Geodesic Error (x100): 47.7. Result ID: 6a3e3121fbc373592c5fb6d4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Method category":"Axiomatic"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.