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Models/AMD(ViT-S/16)

AMD(ViT-S/16)

Reported on 9 benchmarks across 3 tasks · 1 paper

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

Computer Vision3 results

VideoonKinetics-400
Acc@1· 2023-11-06
80.1
best: 93.6 (OmniVec2)
Asymmetric Masked Distillation for Pre-Training Small Foundation Models arXiv:2311.03149
VideoonKinetics-400
Acc@5· 2023-11-06
94.5
best: 98.9 (TubeViT-H (ImageNet-1k))
Asymmetric Masked Distillation for Pre-Training Small Foundation Models arXiv:2311.03149
VideoonKinetics-400
Parameters (M)· 2023-11-06
22
best: 632 (TubeViT-H (ImageNet-1k))
Asymmetric Masked Distillation for Pre-Training Small Foundation Models arXiv:2311.03149

Robots3 results

Activity RecognitiononSomething-Something V2
Parameters· 2023-11-06
22
best: 2131 (InternVideo2-6B)
Asymmetric Masked Distillation for Pre-Training Small Foundation Models arXiv:2311.03149
Activity RecognitiononSomething-Something V2
Top-1 Accuracy· 2023-11-06
70.2
best: 77.3 (MVD (Kinetics400 pretrain, ViT-H, 16 frame))
Asymmetric Masked Distillation for Pre-Training Small Foundation Models arXiv:2311.03149
Activity RecognitiononSomething-Something V2
Top-5 Accuracy· 2023-11-06
92.5
best: 96.3 (DejaVid)
Asymmetric Masked Distillation for Pre-Training Small Foundation Models arXiv:2311.03149

Time Series3 results

Action RecognitiononSomething-Something V2
Parameters· 2023-11-06
22
best: 2131 (InternVideo2-6B)
Asymmetric Masked Distillation for Pre-Training Small Foundation Models arXiv:2311.03149
Action RecognitiononSomething-Something V2
Top-1 Accuracy· 2023-11-06
70.2
best: 77.3 (MVD (Kinetics400 pretrain, ViT-H, 16 frame))
Asymmetric Masked Distillation for Pre-Training Small Foundation Models arXiv:2311.03149
Action RecognitiononSomething-Something V2
Top-5 Accuracy· 2023-11-06
92.5
best: 96.3 (DejaVid)
Asymmetric Masked Distillation for Pre-Training Small Foundation Models arXiv:2311.03149