SOTAVerified

3D Action Recognition

Papers

Showing 6170 of 91 papers

TitleStatusHype
Independent Sign Language Recognition with 3D Body, Hands, and Face Reconstruction0
KAN-HyperpointNet for Point Cloud Sequence-Based 3D Human Action Recognition0
Self-Supervised 3D Action Representation Learning with Skeleton Cloud Colorization0
Skeletal Movement to Color Map: A Novel Representation for 3D Action Recognition with Inception Residual Networks0
Skeleton based Activity Recognition by Fusing Part-wise Spatio-temporal and Attention Driven Residues0
Skeleton Cloud Colorization for Unsupervised 3D Action Representation Learning0
Spatial-Temporal Transformer for 3D Point Cloud Sequences0
Spatio-Temporal LSTM with Trust Gates for 3D Human Action Recognition0
Tensor Representations via Kernel Linearization for Action Recognition from 3D Skeletons (Extended Version)0
Three-Stream Convolutional Neural Network With Multi-Task and Ensemble Learning for 3D Action Recognition0
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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