OpenCodePapers

zero-shot-transfer-3d-point-cloud-2

3D Point Cloud Reconstruction3D Point Cloud ClassificationZero-Shot Transfer 3D Point Cloud Classification
Dataset Link
Results over time
Click legend items to toggle metrics. Hover points for model names.
Leaderboard
Click a sortable column header to sort.
PaperCodeOBJ_ONLY Accuracy(%)OBJ_BG Accuracy(%)PB_T50_RS Accuracy (%)ModelNameReleaseDate
ShapeLLM: Universal 3D Object Understanding for Embodied Interaction✓ Link65.4ReCon++2024-02-27
Uni3D: Exploring Unified 3D Representation at Scale✓ Link65.3Uni3D2023-10-10
OpenDlign: Open-World Point Cloud Understanding with Depth-Aligned Images✓ Link60.5TAMM-PointBERT (+dlign)2024-04-25
ViT-Lens: Initiating Omni-Modal Exploration through 3D Insights✓ Link60.1ViT-Lens2023-08-20
OpenDlign: Open-World Point Cloud Understanding with Depth-Aligned Images✓ Link59.5OpenDlign2024-04-25
Sculpting Holistic 3D Representation in Contrastive Language-Image-3D Pre-training✓ Link58.6MixCon3D-PointBERT2023-11-03
PointCLIP V2: Prompting CLIP and GPT for Powerful 3D Open-world Learning✓ Link50.0941.2235.36PointCLIP V22022-11-21
Contrast with Reconstruct: Contrastive 3D Representation Learning Guided by Generative Pretraining✓ Link43.740.430.5ReCon2023-02-05
CLIP2Point: Transfer CLIP to Point Cloud Classification with Image-Depth Pre-training✓ Link30.4635.4623.32CLIP2Point2022-10-03
PointCLIP: Point Cloud Understanding by CLIP✓ Link19.2821.3415.38PointCLIP2021-12-04
Check out how to contribute new results.