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Models/HIT

HIT

Reported on 11 benchmarks across 3 tasks · 1 paper · 8 SOTA

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

Time Series10 results

Action DetectiononUCF101-24
Video-mAP 0.2· 2022-10-23
88.8
SOTA
Holistic Interaction Transformer Network for Action Detection arXiv:2210.12686
Action DetectiononUCF101-24
Video-mAP 0.5· 2022-10-23
74.3
best: 76.3 (Stable Mean Teacher (I3D))
SOTA
Holistic Interaction Transformer Network for Action Detection arXiv:2210.12686
Action DetectiononJ-HMDB
Frame-mAP 0.5· 2022-10-23
83.8
best: 88.5 (SiA)
SOTA
Holistic Interaction Transformer Network for Action Detection arXiv:2210.12686
Action DetectiononJ-HMDB
Video-mAP 0.2· 2022-10-23
89.7
SOTA
Holistic Interaction Transformer Network for Action Detection arXiv:2210.12686
Action DetectiononJ-HMDB
Video-mAP 0.5· 2022-10-23
88.1
SOTA
Holistic Interaction Transformer Network for Action Detection arXiv:2210.12686
Action DetectiononMultiSports
Frame-mAP 0.5· 2022-10-23
33.3
SOTA
Holistic Interaction Transformer Network for Action Detection arXiv:2210.12686
Action DetectiononMultiSports
Video-mAP 0.2· 2022-10-23
27.8
SOTA
Holistic Interaction Transformer Network for Action Detection arXiv:2210.12686
Action DetectiononMultiSports
Video-mAP 0.5· 2022-10-23
8.8
SOTA
Holistic Interaction Transformer Network for Action Detection arXiv:2210.12686
Action DetectiononUCF101-24
Frame-mAP 0.5· 2022-10-23
84.8
best: 90.3 (STAR/L)
Holistic Interaction Transformer Network for Action Detection arXiv:2210.12686
Action RecognitiononAVA v2.2
mAP· 2022-10-23
32.6
best: 45.1 (LART (Hiera-H, K700 PT+FT))
Holistic Interaction Transformer Network for Action Detection arXiv:2210.12686

Robots1 result

Activity RecognitiononAVA v2.2
mAP· 2022-10-23
32.6
best: 45.1 (LART (Hiera-H, K700 PT+FT))
Holistic Interaction Transformer Network for Action Detection arXiv:2210.12686