# Dynamic Surface Reconstruction on DFAUST (test) Source: [Dynamic Surface Reconstruction on DFAUST (test)]() Collection index: [llms.txt]() Data updated: 2026-03-26T14:07:48.522Z Evaluation of Dynamic Surface Reconstruction performance on the test split of the DFAUST dataset, reporting metrics including Chamfer Distance (CD), Normal Consistency (NC), F-Score, Correspondence (Corr.), and computation time. 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 | Dynamic Surface Reconstruction | | Dataset (including any stated split) | DFAUST (test) | | Metric | Chamfer Distance (CD) | | Unit | SCALAR | | Direction | Lower is better | | Results loaded | 6 of 6 | | 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 - [Chamfer Distance (CD)](): Lower is better; unit: SCALAR. - [Normal Consistency (NC)](): Higher is better; unit: PERCENT. - [F-0.5 Score](): Higher is better; unit: PERCENT. - [Correspondence Score (Corr.)](): Higher is better; unit: SCALAR. - [Inference Time (s)](): Lower is better; unit: TIME. ## Recorded results | Method | Chamfer Distance (CD) | Result date | Report paper | | --- | --- | --- | --- | | Neu-PiG | 0.39 | Not recorded | 699fd39f2d603e6de3e3c079 | | Neu-PiG | 0.4 | Not recorded | 699fd39f2d603e6de3e3c079 | | PDG | 0.46 | Not recorded | 699fd39f2d603e6de3e3c079 | | M2V | 1.61 | Not recorded | 699fd39f2d603e6de3e3c079 | | DynoSurf | 2.13 | Not recorded | 699fd39f2d603e6de3e3c079 | | CaDeX | 3.68 | Not recorded | 699fd39f2d603e6de3e3c079 | ### Neu-PiG Chamfer Distance (CD): 0.39. Result ID: 69c53d9947f34ce924af07ee. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Optimization strategy (Training-free vs Learning-based)":"Training-free","Optimization length (epochs)":"1000"}. This record does not assert independent reproduction. ### Neu-PiG Chamfer Distance (CD): 0.4. Result ID: 69c53d9947f34ce924af07ed. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Optimization strategy (Training-free vs Learning-based)":"Training-free","Optimization length (epochs)":"250"}. This record does not assert independent reproduction. ### PDG Chamfer Distance (CD): 0.46. Result ID: 69c53d9947f34ce924af07ec. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Optimization strategy (Training-free vs Learning-based)":"Training-free"}. This record does not assert independent reproduction. ### M2V Chamfer Distance (CD): 1.61. Result ID: 69c53d9947f34ce924af07eb. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Optimization strategy (Training-free vs Learning-based)":"Learning-based"}. This record does not assert independent reproduction. ### DynoSurf Chamfer Distance (CD): 2.13. Result ID: 69c53d9947f34ce924af07ea. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Optimization strategy (Training-free vs Learning-based)":"Training-free"}. This record does not assert independent reproduction. ### CaDeX Chamfer Distance (CD): 3.68. Result ID: 69c53d9947f34ce924af07e9. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Optimization strategy (Training-free vs Learning-based)":"Learning-based"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.