# Shape Matching on DT4D-H inter Source: [Shape Matching on DT4D-H inter]() Collection index: [llms.txt]() Data updated: 2026-06-26T07:58:52.671Z Evaluation of Shape Matching performance on the DT4D-H inter split, measured using 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) | DT4D-H inter | | Metric | Mean Geodesic Error (x100) | | Unit | SCALAR | | Direction | Lower is better | | Results loaded | 16 of 16 | | 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 | 3.5 | Not recorded | 6a3e07b6206542251d7cb5cd | | HybridFMaps | 3.9 | Not recorded | 6a3e07b6206542251d7cb5cd | | GeomFMaps | 4.1 | Not recorded | 6a3e07b6206542251d7cb5cd | | DiffZO | 4.1 | Not recorded | 6a3e07b6206542251d7cb5cd | | DeepFAFM | 4.2 | Not recorded | 6a3e07b6206542251d7cb5cd | | ULRSSM | 5.2 | Not recorded | 6a3e07b6206542251d7cb5cd | | SmoothShells | 6.3 | Not recorded | 6a3e07b6206542251d7cb5cd | | AttentiveFMaps | 11.6 | Not recorded | 6a3e07b6206542251d7cb5cd | | DenoiseFMaps | 12.8 | Not recorded | 6a3e07b6206542251d7cb5cd | | RFMNet | 13.9 | Not recorded | 6a3e07b6206542251d7cb5cd | | DUO-FMNet | 15.8 | Not recorded | 6a3e07b6206542251d7cb5cd | | MWP | 25.4 | Not recorded | 6a3e07b6206542251d7cb5cd | | DiscreteOp | 27.6 | Not recorded | 6a3e07b6206542251d7cb5cd | | ZoomOut | 29 | Not recorded | 6a3e07b6206542251d7cb5cd | | Deep Shells | 31.1 | Not recorded | 6a3e07b6206542251d7cb5cd | | FMNet | 38 | Not recorded | 6a3e07b6206542251d7cb5cd | ### Coarse-to-Fine Mean Geodesic Error (x100): 3.5. Result ID: 6a3e3121fbc373592c5fb6f2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Method category":"Unsupervised"}. This record does not assert independent reproduction. ### HybridFMaps Mean Geodesic Error (x100): 3.9. Result ID: 6a3e3121fbc373592c5fb6ef. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Method category":"Unsupervised"}. This record does not assert independent reproduction. ### GeomFMaps Mean Geodesic Error (x100): 4.1. Result ID: 6a3e3121fbc373592c5fb6e8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Method category":"Supervised"}. This record does not assert independent reproduction. ### DiffZO Mean Geodesic Error (x100): 4.1. Result ID: 6a3e3121fbc373592c5fb6ee. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Method category":"Unsupervised"}. This record does not assert independent reproduction. ### DeepFAFM Mean Geodesic Error (x100): 4.2. Result ID: 6a3e3121fbc373592c5fb6f0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Method category":"Unsupervised"}. This record does not assert independent reproduction. ### ULRSSM Mean Geodesic Error (x100): 5.2. Result ID: 6a3e3121fbc373592c5fb6ed. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Method category":"Unsupervised"}. This record does not assert independent reproduction. ### SmoothShells Mean Geodesic Error (x100): 6.3. Result ID: 6a3e3121fbc373592c5fb6e4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Method category":"Axiomatic"}. This record does not assert independent reproduction. ### AttentiveFMaps Mean Geodesic Error (x100): 11.6. Result ID: 6a3e3121fbc373592c5fb6eb. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Method category":"Unsupervised"}. This record does not assert independent reproduction. ### DenoiseFMaps Mean Geodesic Error (x100): 12.8. Result ID: 6a3e3121fbc373592c5fb6f1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Method category":"Unsupervised"}. This record does not assert independent reproduction. ### RFMNet Mean Geodesic Error (x100): 13.9. Result ID: 6a3e3121fbc373592c5fb6ec. [Reporting paper]() Recorded evaluation configuration: {"Method category":"Unsupervised"}. This record does not assert independent reproduction. ### DUO-FMNet Mean Geodesic Error (x100): 15.8. Result ID: 6a3e3121fbc373592c5fb6ea. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Method category":"Unsupervised"}. This record does not assert independent reproduction. ### MWP Mean Geodesic Error (x100): 25.4. Result ID: 6a3e3121fbc373592c5fb6e6. [Reporting paper]() Recorded evaluation configuration: {"Method category":"Axiomatic"}. This record does not assert independent reproduction. ### DiscreteOp Mean Geodesic Error (x100): 27.6. Result ID: 6a3e3121fbc373592c5fb6e5. [Reporting paper]() Recorded evaluation configuration: {"Method category":"Axiomatic"}. This record does not assert independent reproduction. ### ZoomOut Mean Geodesic Error (x100): 29. Result ID: 6a3e3121fbc373592c5fb6e3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Method category":"Axiomatic"}. This record does not assert independent reproduction. ### Deep Shells Mean Geodesic Error (x100): 31.1. Result ID: 6a3e3121fbc373592c5fb6e9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Method category":"Unsupervised"}. This record does not assert independent reproduction. ### FMNet Mean Geodesic Error (x100): 38. Result ID: 6a3e3121fbc373592c5fb6e7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Method category":"Supervised"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.