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Models/Mformer

Mformer

Reported on 10 benchmarks across 2 tasks · 1 paper

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

Robots5 results

Activity RecognitiononEPIC-KITCHENS-100
Action@1· uses extra data· 2021-06-09
43.1
best: 58.3 (LLaVAction)
Keeping Your Eye on the Ball: Trajectory Attention in Video Transformers arXiv:2106.05392
Activity RecognitiononEPIC-KITCHENS-100
Noun@1· uses extra data· 2021-06-09
56.5
best: 69 (LLaVAction)
Keeping Your Eye on the Ball: Trajectory Attention in Video Transformers arXiv:2106.05392
Activity RecognitiononEPIC-KITCHENS-100
Verb@1· uses extra data· 2021-06-09
66.7
best: 76.2 (TIM)
Keeping Your Eye on the Ball: Trajectory Attention in Video Transformers arXiv:2106.05392
Activity RecognitiononSomething-Something V2
Top-1 Accuracy· uses extra data· 2021-06-09
66.5
best: 77.3 (MVD (Kinetics400 pretrain, ViT-H, 16 frame))
Keeping Your Eye on the Ball: Trajectory Attention in Video Transformers arXiv:2106.05392
Activity RecognitiononSomething-Something V2
Top-5 Accuracy· uses extra data· 2021-06-09
90.1
best: 96.3 (DejaVid)
Keeping Your Eye on the Ball: Trajectory Attention in Video Transformers arXiv:2106.05392

Time Series5 results

Action RecognitiononEPIC-KITCHENS-100
Action@1· uses extra data· 2021-06-09
43.1
best: 58.3 (LLaVAction)
Keeping Your Eye on the Ball: Trajectory Attention in Video Transformers arXiv:2106.05392
Action RecognitiononEPIC-KITCHENS-100
Noun@1· uses extra data· 2021-06-09
56.5
best: 69 (LLaVAction)
Keeping Your Eye on the Ball: Trajectory Attention in Video Transformers arXiv:2106.05392
Action RecognitiononEPIC-KITCHENS-100
Verb@1· uses extra data· 2021-06-09
66.7
best: 76.2 (TIM)
Keeping Your Eye on the Ball: Trajectory Attention in Video Transformers arXiv:2106.05392
Action RecognitiononSomething-Something V2
Top-1 Accuracy· uses extra data· 2021-06-09
66.5
best: 77.3 (MVD (Kinetics400 pretrain, ViT-H, 16 frame))
Keeping Your Eye on the Ball: Trajectory Attention in Video Transformers arXiv:2106.05392
Action RecognitiononSomething-Something V2
Top-5 Accuracy· uses extra data· 2021-06-09
90.1
best: 96.3 (DejaVid)
Keeping Your Eye on the Ball: Trajectory Attention in Video Transformers arXiv:2106.05392