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SotA/Methodology/3D/SHREC'19

3D on SHREC'19

Metric: Accuracy at 1% (higher is better)

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#Model↕Accuracy at 1%▼AugmentationsPaperDate↕Code
1Diffusion 3D Features (Zero-shot)26.4NoDiffusion 3D Features (Diff3F): Decorating Untex...2023-11-28Code
2TANet (Trained on Surreal)21.5YesUnsupervised Template-assisted Point Cloud Shape...2024-03-25-
3SE-ORNet (Trained on Surreal)21.5YesSE-ORNet: Self-Ensembling Orientation-aware Netw...2023-04-10Code
4DPC (Trained on Surreal)17.7YesDPC: Unsupervised Deep Point Correspondence via ...2021-10-16Code
5SE-ORNet17.5NoSE-ORNet: Self-Ensembling Orientation-aware Netw...2023-04-10Code
6DPC15.3NoDPC: Unsupervised Deep Point Correspondence via ...2021-10-16Code
7CorrNet3D (Trained on Surreal)6YesCorrNet3D: Unsupervised End-to-end Learning of D...2020-12-31Code
8Diff-FMaps (Trained on Surreal)4YesCorrespondence Learning via Linearly-invariant E...2020-10-25Code
9Elementery Structures(Trained on Surreal)2.3YesLearning elementary structures for 3D shape gene...2019-08-13Code
103DCODED (Trained on Surreal)2.1Yes3D-CODED : 3D Correspondences by Deep Deformation2018-06-13Code
11CorrNet3D0.4NoCorrNet3D: Unsupervised End-to-end Learning of D...2020-12-31Code