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Models/MorphMLP-B (IN-1K)

MorphMLP-B (IN-1K)

Reported on 6 benchmarks across 2 tasks · 1 paper · 4 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 V2
Top-1 Accuracy· uses extra data· 2021-11-24
70.1
best: 77.3 (MVD (Kinetics400 pretrain, ViT-H, 16 frame))
SOTA
MorphMLP: An Efficient MLP-Like Backbone for Spatial-Temporal Representation Learning arXiv:2111.12527
Activity RecognitiononSomething-Something V2
Top-5 Accuracy· uses extra data· 2021-11-24
92.8
best: 96.3 (DejaVid)
SOTA
MorphMLP: An Efficient MLP-Like Backbone for Spatial-Temporal Representation Learning arXiv:2111.12527
Activity RecognitiononSomething-Something V2
Parameters· uses extra data· 2021-11-24
68.5
best: 2131 (InternVideo2-6B)
MorphMLP: An Efficient MLP-Like Backbone for Spatial-Temporal Representation Learning arXiv:2111.12527

Time Series3 results

Action RecognitiononSomething-Something V2
Top-1 Accuracy· uses extra data· 2021-11-24
70.1
best: 77.3 (MVD (Kinetics400 pretrain, ViT-H, 16 frame))
SOTA
MorphMLP: An Efficient MLP-Like Backbone for Spatial-Temporal Representation Learning arXiv:2111.12527
Action RecognitiononSomething-Something V2
Top-5 Accuracy· uses extra data· 2021-11-24
92.8
best: 96.3 (DejaVid)
SOTA
MorphMLP: An Efficient MLP-Like Backbone for Spatial-Temporal Representation Learning arXiv:2111.12527
Action RecognitiononSomething-Something V2
Parameters· uses extra data· 2021-11-24
68.5
best: 2131 (InternVideo2-6B)
MorphMLP: An Efficient MLP-Like Backbone for Spatial-Temporal Representation Learning arXiv:2111.12527