SOTAVerified

3D Action Recognition

Papers

Showing 1120 of 91 papers

TitleStatusHype
Self-Supervised 3D Action Representation Learning with Skeleton Cloud Colorization0
CMD: Self-supervised 3D Action Representation Learning with Cross-modal Mutual DistillationCode1
Collaborating Domain-shared and Target-specific Feature Clustering for Cross-domain 3D Action RecognitionCode1
Multi-Scale Spatial Temporal Graph Convolutional Network for Skeleton-Based Action RecognitionCode1
PSTNet: Point Spatio-Temporal Convolution on Point Cloud SequencesCode1
Assembly101: A Large-Scale Multi-View Video Dataset for Understanding Procedural ActivitiesCode0
No Pain, Big Gain: Classify Dynamic Point Cloud Sequences with Static Models by Fitting Feature-level Space-time SurfacesCode1
Domain Knowledge-Informed Self-Supervised Representations for Workout Form AssessmentCode1
Deep Hierarchical Representation of Point Cloud Videos via Spatio-Temporal DecompositionCode1
3DVNet: Multi-View Depth Prediction and Volumetric RefinementCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1HandFormer-B/21Actions Top-141.06Unverified
2TSMActions Top-135.27Unverified
3RGBPoseConv3DActions Top-133.61Unverified
4MS-G3DActions Top-128.7Unverified
5ISTA-NetActions Top-128.07Unverified
6CHASE(CTR-GCN)Actions Top-128.03Unverified
72s-AGCNActions Top-126.7Unverified
#ModelMetricClaimedVerifiedStatus
1KinetCross Subject Accuracy92.3Unverified
2PSTNet++Cross Subject Accuracy91.4Unverified
3PSTNetCross Subject Accuracy90.5Unverified
4P4TransformerCross Subject Accuracy90.2Unverified
53DV-PointNet++Cross Subject Accuracy88.8Unverified
#ModelMetricClaimedVerifiedStatus
1htf10%4Unverified