Shape Representation Of 3D Point Clouds on ScanObjectNN

Metric: PB_T50_RS Accuracy (%) (higher is better)

LeaderboardDataset

Loading chart...

Results

Submit a result

Hide extra data

Sort:

#	Model↕	PB_T50_RS Accuracy (%)▼	Extra Data	Paper	Date↕	Code
1	PointCLIP V2	35.36	Yes	PointCLIP V2: Prompting CLIP and GPT for Powerfu...	2022-11-21	Code
2	ReCon	30.5	Yes	Contrast with Reconstruct: Contrastive 3D Repres...	2023-02-05	Code
3	CLIP2Point	23.32	Yes	CLIP2Point: Transfer CLIP to Point Cloud Classif...	2022-10-03	Code
4	PointCLIP	15.38	Yes	PointCLIP: Point Cloud Understanding by CLIP	2021-12-04	Code

#1PointCLIP V2SOTA
35.36
PB_T50_RS Accuracy (%)· Extra Data· 2022-11-21
PointCLIP V2: Prompting CLIP and GPT for Powerful 3D Open-world Learning Code
#2ReCon
30.5
PB_T50_RS Accuracy (%)· Extra Data· 2023-02-05
Contrast with Reconstruct: Contrastive 3D Representation Learning Guided by Generative Pretraining Code
#3CLIP2PointSOTA
23.32
PB_T50_RS Accuracy (%)· Extra Data· 2022-10-03
CLIP2Point: Transfer CLIP to Point Cloud Classification with Image-Depth Pre-training Code
#4PointCLIPSOTA
15.38
PB_T50_RS Accuracy (%)· Extra Data· 2021-12-04
PointCLIP: Point Cloud Understanding by CLIP Code