3D on SHREC'19

Metric: Accuracy at 1% (higher is better)

LeaderboardDataset

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#	Model↕	Accuracy at 1%▼	Augmentations	Paper	Date↕	Code
1	Diffusion 3D Features (Zero-shot)	26.4	No	Diffusion 3D Features (Diff3F): Decorating Untex...	2023-11-28	Code
2	TANet (Trained on Surreal)	21.5	Yes	Unsupervised Template-assisted Point Cloud Shape...	2024-03-25	-
3	SE-ORNet (Trained on Surreal)	21.5	Yes	SE-ORNet: Self-Ensembling Orientation-aware Netw...	2023-04-10	Code
4	DPC (Trained on Surreal)	17.7	Yes	DPC: Unsupervised Deep Point Correspondence via ...	2021-10-16	Code
5	SE-ORNet	17.5	No	SE-ORNet: Self-Ensembling Orientation-aware Netw...	2023-04-10	Code
6	DPC	15.3	No	DPC: Unsupervised Deep Point Correspondence via ...	2021-10-16	Code
7	CorrNet3D (Trained on Surreal)	6	Yes	CorrNet3D: Unsupervised End-to-end Learning of D...	2020-12-31	Code
8	Diff-FMaps (Trained on Surreal)	4	Yes	Correspondence Learning via Linearly-invariant E...	2020-10-25	Code
9	Elementery Structures(Trained on Surreal)	2.3	Yes	Learning elementary structures for 3D shape gene...	2019-08-13	Code
10	3DCODED (Trained on Surreal)	2.1	Yes	3D-CODED : 3D Correspondences by Deep Deformation	2018-06-13	Code
11	CorrNet3D	0.4	No	CorrNet3D: Unsupervised End-to-end Learning of D...	2020-12-31	Code

#1Diffusion 3D Features (Zero-shot)SOTA
26.4
Accuracy at 1%· 2023-11-28
Diffusion 3D Features (Diff3F): Decorating Untextured Shapes with Distilled Semantic Features Code
#2TANet (Trained on Surreal)
21.5
Accuracy at 1%· Augmentations· 2024-03-25
Unsupervised Template-assisted Point Cloud Shape Correspondence Network
#3SE-ORNet (Trained on Surreal)SOTA
21.5
Accuracy at 1%· Augmentations· 2023-04-10
SE-ORNet: Self-Ensembling Orientation-aware Network for Unsupervised Point Cloud Shape Correspondence Code
#4DPC (Trained on Surreal)SOTA
17.7
Accuracy at 1%· Augmentations· 2021-10-16
DPC: Unsupervised Deep Point Correspondence via Cross and Self Construction Code
#5SE-ORNet
17.5
Accuracy at 1%· 2023-04-10
SE-ORNet: Self-Ensembling Orientation-aware Network for Unsupervised Point Cloud Shape Correspondence Code
#6DPC
15.3
Accuracy at 1%· 2021-10-16
DPC: Unsupervised Deep Point Correspondence via Cross and Self Construction Code
#7CorrNet3D (Trained on Surreal)SOTA
6
Accuracy at 1%· Augmentations· 2020-12-31
CorrNet3D: Unsupervised End-to-end Learning of Dense Correspondence for 3D Point Clouds Code
#8Diff-FMaps (Trained on Surreal)SOTA
4
Accuracy at 1%· Augmentations· 2020-10-25
Correspondence Learning via Linearly-invariant Embedding Code
#9Elementery Structures(Trained on Surreal)SOTA
2.3
Accuracy at 1%· Augmentations· 2019-08-13
Learning elementary structures for 3D shape generation and matching Code
#103DCODED (Trained on Surreal)SOTA
2.1
Accuracy at 1%· Augmentations· 2018-06-13
3D-CODED : 3D Correspondences by Deep Deformation Code
#11CorrNet3D
0.4
Accuracy at 1%· 2020-12-31
CorrNet3D: Unsupervised End-to-end Learning of Dense Correspondence for 3D Point Clouds Code