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Models/TSM (RGB + Flow)

TSM (RGB + Flow)

Reported on 6 benchmarks across 2 tasks · 1 paper · 6 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Robots3 results

Activity RecognitiononSomething-Something V1
Top 1 Accuracy· 2018-11-20
50.7
best: 70 (InternVideo)
SOTA
TSM: Temporal Shift Module for Efficient Video Understanding arXiv:1811.08383
Activity RecognitiononSomething-Something V2
Top-1 Accuracy· uses extra data· 2018-11-20
66.6
best: 77.3 (MVD (Kinetics400 pretrain, ViT-H, 16 frame))
SOTA
TSM: Temporal Shift Module for Efficient Video Understanding arXiv:1811.08383
Activity RecognitiononSomething-Something V2
Top-5 Accuracy· uses extra data· 2018-11-20
91.3
best: 96.3 (DejaVid)
SOTA
TSM: Temporal Shift Module for Efficient Video Understanding arXiv:1811.08383

Time Series3 results

Action RecognitiononSomething-Something V1
Top 1 Accuracy· 2018-11-20
50.7
best: 70 (InternVideo)
SOTA
TSM: Temporal Shift Module for Efficient Video Understanding arXiv:1811.08383
Action RecognitiononSomething-Something V2
Top-1 Accuracy· uses extra data· 2018-11-20
66.6
best: 77.3 (MVD (Kinetics400 pretrain, ViT-H, 16 frame))
SOTA
TSM: Temporal Shift Module for Efficient Video Understanding arXiv:1811.08383
Action RecognitiononSomething-Something V2
Top-5 Accuracy· uses extra data· 2018-11-20
91.3
best: 96.3 (DejaVid)
SOTA
TSM: Temporal Shift Module for Efficient Video Understanding arXiv:1811.08383