Shape Representation Of 3D Point Clouds on ScanObjectNN

Metric: OBJ_BG Accuracy(%) (higher is better)

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#	Model↕	OBJ_BG Accuracy(%)▼	Extra Data	Paper	Date↕	Code
1	PointCLIP V2	41.22	Yes	PointCLIP V2: Prompting CLIP and GPT for Powerfu...	2022-11-21	Code
2	ReCon	40.4	Yes	Contrast with Reconstruct: Contrastive 3D Repres...	2023-02-05	Code
3	CLIP2Point	35.46	Yes	CLIP2Point: Transfer CLIP to Point Cloud Classif...	2022-10-03	Code
4	PointCLIP	21.34	Yes	PointCLIP: Point Cloud Understanding by CLIP	2021-12-04	Code

#1PointCLIP V2SOTA
41.22
OBJ_BG Accuracy(%)· Extra Data· 2022-11-21
PointCLIP V2: Prompting CLIP and GPT for Powerful 3D Open-world Learning Code
#2ReCon
40.4
OBJ_BG Accuracy(%)· Extra Data· 2023-02-05
Contrast with Reconstruct: Contrastive 3D Representation Learning Guided by Generative Pretraining Code
#3CLIP2PointSOTA
35.46
OBJ_BG Accuracy(%)· Extra Data· 2022-10-03
CLIP2Point: Transfer CLIP to Point Cloud Classification with Image-Depth Pre-training Code
#4PointCLIPSOTA
21.34
OBJ_BG Accuracy(%)· Extra Data· 2021-12-04
PointCLIP: Point Cloud Understanding by CLIP Code