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Models/DyFADet (VideoMAE v2-g)

DyFADet (VideoMAE v2-g)

Reported on 16 benchmarks across 4 tasks · 1 paper

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

Computer Vision12 results

VideoonFineAction
mAP· 2024-07-03
23.8
best: 29.6 (RDFA-S6 (InternVideo2-6B))
DyFADet: Dynamic Feature Aggregation for Temporal Action Detection arXiv:2407.03197
VideoonFineAction
mAP IOU@0.5· 2024-07-03
37.1
best: 46.4 (RDFA-S6 (InternVideo2-6B))
DyFADet: Dynamic Feature Aggregation for Temporal Action Detection arXiv:2407.03197
VideoonFineAction
mAP IOU@0.75· 2024-07-03
23.7
best: 29.5 (RDFA-S6 (InternVideo2-6B))
DyFADet: Dynamic Feature Aggregation for Temporal Action Detection arXiv:2407.03197
VideoonFineAction
mAP IOU@0.95· 2024-07-03
5.9
best: 7.6 (RDFA-S6 (InternVideo2-6B))
DyFADet: Dynamic Feature Aggregation for Temporal Action Detection arXiv:2407.03197
Temporal Action LocalizationonFineAction
mAP· 2024-07-03
23.8
best: 29.6 (RDFA-S6 (InternVideo2-6B))
DyFADet: Dynamic Feature Aggregation for Temporal Action Detection arXiv:2407.03197
Temporal Action LocalizationonFineAction
mAP IOU@0.5· 2024-07-03
37.1
best: 46.4 (RDFA-S6 (InternVideo2-6B))
DyFADet: Dynamic Feature Aggregation for Temporal Action Detection arXiv:2407.03197
Temporal Action LocalizationonFineAction
mAP IOU@0.75· 2024-07-03
23.7
best: 29.5 (RDFA-S6 (InternVideo2-6B))
DyFADet: Dynamic Feature Aggregation for Temporal Action Detection arXiv:2407.03197
Temporal Action LocalizationonFineAction
mAP IOU@0.95· 2024-07-03
5.9
best: 7.6 (RDFA-S6 (InternVideo2-6B))
DyFADet: Dynamic Feature Aggregation for Temporal Action Detection arXiv:2407.03197
Action LocalizationonFineAction
mAP· 2024-07-03
23.8
best: 29.6 (RDFA-S6 (InternVideo2-6B))
DyFADet: Dynamic Feature Aggregation for Temporal Action Detection arXiv:2407.03197
Action LocalizationonFineAction
mAP IOU@0.5· 2024-07-03
37.1
best: 46.4 (RDFA-S6 (InternVideo2-6B))
DyFADet: Dynamic Feature Aggregation for Temporal Action Detection arXiv:2407.03197
Action LocalizationonFineAction
mAP IOU@0.75· 2024-07-03
23.7
best: 29.5 (RDFA-S6 (InternVideo2-6B))
DyFADet: Dynamic Feature Aggregation for Temporal Action Detection arXiv:2407.03197
Action LocalizationonFineAction
mAP IOU@0.95· 2024-07-03
5.9
best: 7.6 (RDFA-S6 (InternVideo2-6B))
DyFADet: Dynamic Feature Aggregation for Temporal Action Detection arXiv:2407.03197

Methodology4 results

Zero-Shot LearningonFineAction
mAP· 2024-07-03
23.8
best: 29.6 (RDFA-S6 (InternVideo2-6B))
DyFADet: Dynamic Feature Aggregation for Temporal Action Detection arXiv:2407.03197
Zero-Shot LearningonFineAction
mAP IOU@0.5· 2024-07-03
37.1
best: 46.4 (RDFA-S6 (InternVideo2-6B))
DyFADet: Dynamic Feature Aggregation for Temporal Action Detection arXiv:2407.03197
Zero-Shot LearningonFineAction
mAP IOU@0.75· 2024-07-03
23.7
best: 29.5 (RDFA-S6 (InternVideo2-6B))
DyFADet: Dynamic Feature Aggregation for Temporal Action Detection arXiv:2407.03197
Zero-Shot LearningonFineAction
mAP IOU@0.95· 2024-07-03
5.9
best: 7.6 (RDFA-S6 (InternVideo2-6B))
DyFADet: Dynamic Feature Aggregation for Temporal Action Detection arXiv:2407.03197