ML Research Wiki / Benchmarks / Action Recognition In Videos / Jester (Gesture Recognition)

Jester (Gesture Recognition)

Action Recognition In Videos Benchmark

Performance Over Time

📊 Showing 9 results | 📏 Metric: Val

Top Performing Models

Rank Model Paper Val Date Code
1 CPNet Res34, 5 CP Learning Video Representations from Correspondence Proposals 96.70 2019-05-20 📦 xingyul/meteornet 📦 xingyul/cpnet
2 STM (Resnet-50, 16 frames) STM: SpatioTemporal and Motion Encoding for Action Recognition 96.70 2019-08-07 -
3 MFNet Motion Feature Network: Fixed Motion Filter for Action Recognition 96.68 2018-07-26 -
4 DIN DenseImage Network: Video Spatial-Temporal Evolution Encoding and Understanding 95.31 2018-05-19 -
5 MultiScale TRN Temporal Relational Reasoning in Videos 95.31 2017-11-22 📦 metalbubble/TRN-pytorch 📦 zhoubolei/TRN-pytorch 📦 okankop/MFF-pytorch 📦 2023-MindSpore-1/ms-code-7 📦 MindSpore-paper-code-2/code3
6 convSTAR Gating Revisited: Deep Multi-layer RNNs That Can Be Trained 92.70 2019-11-25 📦 0zgur0/STAR_Network 📦 titu1994/tf_star_rnn 📦 croros/STAR_Network_Pytorch
7 3D-SqueezeNet Resource Efficient 3D Convolutional Neural Networks 90.77 2019-04-04 📦 okankop/Efficient-3DCNNs 📦 ahmetgunduz/Real-time-GesRec
8 3D-ShuffleNetV2 0.25x Resource Efficient 3D Convolutional Neural Networks 86.91 2019-04-04 📦 okankop/Efficient-3DCNNs 📦 ahmetgunduz/Real-time-GesRec
9 3D-MobileNetV2 0.2x Resource Efficient 3D Convolutional Neural Networks 86.43 2019-04-04 📦 okankop/Efficient-3DCNNs 📦 ahmetgunduz/Real-time-GesRec

All Papers (9)

xingyul/meteornet xingyul/cpnet
metalbubble/TRN-pytorch zhoubolei/TRN-pytorch
0zgur0/STAR_Network titu1994/tf_star_rnn croros/STAR_Network_Pytorch
okankop/Efficient-3DCNNs ahmetgunduz/Real-time-GesRec
okankop/Efficient-3DCNNs ahmetgunduz/Real-time-GesRec
okankop/Efficient-3DCNNs ahmetgunduz/Real-time-GesRec