Multigrid

Reported on 6 benchmarks across 4 tasks · 1 paper · 4 SOTA

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

Computer Vision4 results

VideoonKinetics
Top-1· 2019-12-02
77.6
SOTA
A Multigrid Method for Efficiently Training Video Models arXiv:1912.00998
VideoonCharades
mAP· 2019-12-02
38.2
SOTA
A Multigrid Method for Efficiently Training Video Models arXiv:1912.00998
Video ClassificationonKinetics
Top-1· 2019-12-02
77.6
SOTA
A Multigrid Method for Efficiently Training Video Models arXiv:1912.00998
Video ClassificationonCharades
mAP· 2019-12-02
38.2
SOTA
A Multigrid Method for Efficiently Training Video Models arXiv:1912.00998

Robots1 result

Activity RecognitiononSomething-Something V2
Top-1 Accuracy· uses extra data· 2019-12-02
61.7
best: 77.3 (MVD (Kinetics400 pretrain, ViT-H, 16 frame))
A Multigrid Method for Efficiently Training Video Models arXiv:1912.00998

Time Series1 result

Action RecognitiononSomething-Something V2
Top-1 Accuracy· uses extra data· 2019-12-02
61.7
best: 77.3 (MVD (Kinetics400 pretrain, ViT-H, 16 frame))
A Multigrid Method for Efficiently Training Video Models arXiv:1912.00998