OpenCodePapers
action-classification-on-toyota-smarthome
Video
Action Classification
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Paper
Code
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ModelName
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Just Add $π$! Pose Induced Video Transformers for Understanding Activities of Daily Living
✓ Link
72.9
55.2
64.8
π-ViT
2023-11-30
EPAM-Net: An Efficient Pose-driven Attention-guided Multimodal Network for Video Action Recognition
✓ Link
71.7
67.8
EPAM-Net
2024-08-10
MMNet: A Model-Based Multimodal Network for Human Action Recognition in RGB-D Videos
✓ Link
70.1
MMNet
2022-05-26
UNIK: A Unified Framework for Real-world Skeleton-based Action Recognition
✓ Link
64.3
36.1
65.0
UNIK
2021-07-19
AssembleNet++: Assembling Modality Representations via Attention Connections
✓ Link
63.6
AssembleNet++
2020-08-18
Adaptive Intermediate Representations for Video Understanding
62.11
AIRStreams
2021-04-14
VPN: Learning Video-Pose Embedding for Activities of Daily Living
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60.8
43.8
53.5
VPN (RGB + Pose)
2020-07-06
Toyota Smarthome: Real-World Activities of Daily Living
54.2
35.2
50.3
Separable STA (RGB + Pose)
2019-10-01
Non-local Neural Networks
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53.6
34.3
43.9
I3D + Non Local
2017-11-21
Quo Vadis, Action Recognition? A New Model and the Kinetics Dataset
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53.4
34.9
45.1
I3D
2017-05-22
Improved Dense Trajectory with Cross Streams
41.9
20.9
23.7
Dense Trajectories
2016-04-29
Recognizing Actions in Videos from Unseen Viewpoints
39.6
54.6
NPL
2021-03-30
Delving Deep into One-Shot Skeleton-based Action Recognition with Diverse Occlusions
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70.22
Trans4SOAR (Pose)
2022-02-23