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Models/OMNIVORE (Swin-B, finetuned)

OMNIVORE (Swin-B, finetuned)

Reported on 6 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.

Robots3 results

Activity RecognitiononEPIC-KITCHENS-100
Action@1· uses extra data· 2022-01-20
49.9
best: 58.3 (LLaVAction)
Omnivore: A Single Model for Many Visual Modalities arXiv:2201.08377
Activity RecognitiononEPIC-KITCHENS-100
Noun@1· uses extra data· 2022-01-20
61.7
best: 69 (LLaVAction)
Omnivore: A Single Model for Many Visual Modalities arXiv:2201.08377
Activity RecognitiononEPIC-KITCHENS-100
Verb@1· uses extra data· 2022-01-20
69.5
best: 76.2 (TIM)
Omnivore: A Single Model for Many Visual Modalities arXiv:2201.08377

Time Series3 results

Action RecognitiononEPIC-KITCHENS-100
Action@1· uses extra data· 2022-01-20
49.9
best: 58.3 (LLaVAction)
Omnivore: A Single Model for Many Visual Modalities arXiv:2201.08377
Action RecognitiononEPIC-KITCHENS-100
Noun@1· uses extra data· 2022-01-20
61.7
best: 69 (LLaVAction)
Omnivore: A Single Model for Many Visual Modalities arXiv:2201.08377
Action RecognitiononEPIC-KITCHENS-100
Verb@1· uses extra data· 2022-01-20
69.5
best: 76.2 (TIM)
Omnivore: A Single Model for Many Visual Modalities arXiv:2201.08377