SOTAVerified

3D Classification

Papers

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Showing 26–50 of 79 papers

TitleStatusHype
Virtual imaging trials improved the transparency and reliability of AI systems in COVID-19 imagingCode0
Robustifying Point Cloud Networks by RefocusingCode0
Improved Cryo-EM Pose Estimation and 3D Classification through Latent-Space Disentanglement—0
Beyond First Impressions: Integrating Joint Multi-modal Cues for Comprehensive 3D RepresentationCode1
Advancing Smart Malnutrition Monitoring: A Multi-Modal Learning Approach for Vital Health Parameter Estimation—0
DiffCLIP: Leveraging Stable Diffusion for Language Grounded 3D Classification—0
OpenShape: Scaling Up 3D Shape Representation Towards Open-World UnderstandingCode2
ULIP-2: Towards Scalable Multimodal Pre-training for 3D UnderstandingCode2
Self-supervised Learning by View Synthesis—0
Variational Relational Point Completion Network for Robust 3D Classification—0
Automatic Aortic Valve Pathology Detection from 3-Chamber Cine MRI with Spatio-Temporal Attention Maps—0
Comparing 3D deformations between longitudinal daily CBCT acquisitions using CNN for head and neck radiotherapy toxicity prediction—0
MVTN: Learning Multi-View Transformations for 3D UnderstandingCode1
ULIP: Learning a Unified Representation of Language, Images, and Point Clouds for 3D UnderstandingCode2
Local Neighborhood Features for 3D ClassificationCode0
PointCLIP V2: Prompting CLIP and GPT for Powerful 3D Open-world LearningCode2
PointACL:Adversarial Contrastive Learning for Robust Point Clouds Representation under Adversarial AttackCode0
SimpleView++: Neighborhood Views for Point Cloud ClassificationCode0
Classification of FIB/SEM-tomography images for highly porous multiphase materials using random forest classifiers—0
PointNeXt: Revisiting PointNet++ with Improved Training and Scaling StrategiesCode3
APP-Net: Auxiliary-point-based Push and Pull Operations for Efficient Point Cloud ClassificationCode1
SplitNets: Designing Neural Architectures for Efficient Distributed Computing on Head-Mounted Systems—0
M3T: Three-Dimensional Medical Image Classifier Using Multi-Plane and Multi-Slice TransformerCode1
Dynamics-aware Adversarial Attack of 3D Sparse Convolution NetworkCode0
Voint Cloud: Multi-View Point Cloud Representation for 3D UnderstandingCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1U-10 ModelAUC0.85—Unverified
2BIMCV-V2 ModelAUC0.68—Unverified