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Models/ActionFormer (SlowFast+Omnivore+EgoVLP)

ActionFormer (SlowFast+Omnivore+EgoVLP)

Reported on 16 benchmarks across 4 tasks · 1 paper · 16 SOTA

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

Computer Vision12 results

VideoonEgo4D MQ test
Average mAP· 2022-11-16
21.76
SOTA
Where a Strong Backbone Meets Strong Features -- ActionFormer for Ego4D Moment Queries Challenge arXiv:2211.09074
VideoonEgo4D MQ test
Recall@1x (tIoU=0.5)· 2022-11-16
42.54
SOTA
Where a Strong Backbone Meets Strong Features -- ActionFormer for Ego4D Moment Queries Challenge arXiv:2211.09074
VideoonEgo4D MQ val
Average mAP· 2022-11-16
21.4
SOTA
Where a Strong Backbone Meets Strong Features -- ActionFormer for Ego4D Moment Queries Challenge arXiv:2211.09074
VideoonEgo4D MQ val
Recall@1x (tIoU=0.5)· 2022-11-16
38.73
SOTA
Where a Strong Backbone Meets Strong Features -- ActionFormer for Ego4D Moment Queries Challenge arXiv:2211.09074
Temporal Action LocalizationonEgo4D MQ test
Average mAP· 2022-11-16
21.76
SOTA
Where a Strong Backbone Meets Strong Features -- ActionFormer for Ego4D Moment Queries Challenge arXiv:2211.09074
Temporal Action LocalizationonEgo4D MQ test
Recall@1x (tIoU=0.5)· 2022-11-16
42.54
SOTA
Where a Strong Backbone Meets Strong Features -- ActionFormer for Ego4D Moment Queries Challenge arXiv:2211.09074
Temporal Action LocalizationonEgo4D MQ val
Average mAP· 2022-11-16
21.4
SOTA
Where a Strong Backbone Meets Strong Features -- ActionFormer for Ego4D Moment Queries Challenge arXiv:2211.09074
Temporal Action LocalizationonEgo4D MQ val
Recall@1x (tIoU=0.5)· 2022-11-16
38.73
SOTA
Where a Strong Backbone Meets Strong Features -- ActionFormer for Ego4D Moment Queries Challenge arXiv:2211.09074
Action LocalizationonEgo4D MQ test
Average mAP· 2022-11-16
21.76
SOTA
Where a Strong Backbone Meets Strong Features -- ActionFormer for Ego4D Moment Queries Challenge arXiv:2211.09074
Action LocalizationonEgo4D MQ test
Recall@1x (tIoU=0.5)· 2022-11-16
42.54
SOTA
Where a Strong Backbone Meets Strong Features -- ActionFormer for Ego4D Moment Queries Challenge arXiv:2211.09074
Action LocalizationonEgo4D MQ val
Average mAP· 2022-11-16
21.4
SOTA
Where a Strong Backbone Meets Strong Features -- ActionFormer for Ego4D Moment Queries Challenge arXiv:2211.09074
Action LocalizationonEgo4D MQ val
Recall@1x (tIoU=0.5)· 2022-11-16
38.73
SOTA
Where a Strong Backbone Meets Strong Features -- ActionFormer for Ego4D Moment Queries Challenge arXiv:2211.09074

Methodology4 results

Zero-Shot LearningonEgo4D MQ test
Average mAP· 2022-11-16
21.76
SOTA
Where a Strong Backbone Meets Strong Features -- ActionFormer for Ego4D Moment Queries Challenge arXiv:2211.09074
Zero-Shot LearningonEgo4D MQ test
Recall@1x (tIoU=0.5)· 2022-11-16
42.54
SOTA
Where a Strong Backbone Meets Strong Features -- ActionFormer for Ego4D Moment Queries Challenge arXiv:2211.09074
Zero-Shot LearningonEgo4D MQ val
Average mAP· 2022-11-16
21.4
SOTA
Where a Strong Backbone Meets Strong Features -- ActionFormer for Ego4D Moment Queries Challenge arXiv:2211.09074
Zero-Shot LearningonEgo4D MQ val
Recall@1x (tIoU=0.5)· 2022-11-16
38.73
SOTA
Where a Strong Backbone Meets Strong Features -- ActionFormer for Ego4D Moment Queries Challenge arXiv:2211.09074