OpenCodePapers

action-detection-on-j-hmdb

Action Detection

Results over time

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Leaderboard

Paper	Code	Frame-mAP 0.5	Video-mAP 0.2	Video-mAP 0.5	ModelName	ReleaseDate
Scaling Open-Vocabulary Action Detection	✓ Link	88.5			SiA	2025-04-04
Holistic Interaction Transformer Network for Action Detection	✓ Link	83.8	89.7	88.1	HIT	2022-10-23
Hierarchical Self-Attention Network for Action Localization in Videos		76.72	85.97	84.02	HISAN (VGG-16)	2019-10-01
You Only Watch Once: A Unified CNN Architecture for Real-Time Spatiotemporal Action Localization	✓ Link	75.7	88.3	85.9	YOWO + LFB	2019-11-15
You Only Watch Once: A Unified CNN Architecture for Real-Time Spatiotemporal Action Localization	✓ Link	74.4	87.8	85.7	YOWO	2019-11-15
Actions as Moving Points	✓ Link	74	80.7	80.5	MOC	2020-01-14
AVA: A Video Dataset of Spatio-temporally Localized Atomic Visual Actions	✓ Link	73.3		78.6	Faster-RCNN + two-stream I3D conv	2017-05-23
TACNet: Transition-Aware Context Network for Spatio-Temporal Action Detection		65.5	74.1	73.4	TACNet	2019-05-31
Tube Convolutional Neural Network (T-CNN) for Action Detection in Videos	✓ Link	61.3	78.4	76.9	T-CNN	2017-03-30
Multi-region two-stream R-CNN for action detection		58.5	74.3	73.09	MR-TS R-CNN	2016-09-17
Multi-region two-stream R-CNN for action detection		56.9	71.1	70.6	TS R-CNN	2016-09-17
Actionness Estimation Using Hybrid Fully Convolutional Networks		39.9			Actionness	2016-04-25
Finding Action Tubes	✓ Link	36.2		53.3	Action Tubes	2014-11-21
Hierarchical Self-Attention Network for Action Localization in Videos			87.59	86.49	HISAN (ResNet-101 + FPN)	2019-10-01
Finding Action Tubes with a Sparse-to-Dense Framework			76.1	74.3	DTS	2020-08-30
Dance with Flow: Two-in-One Stream Action Detection	✓ Link			74.74	Two-in-one Two Stream	2019-04-01
Dance with Flow: Two-in-One Stream Action Detection	✓ Link			57.96	Two-in-one	2019-04-01
Actionness Estimation Using Hybrid Fully Convolutional Networks				56.4	Actionnness	2016-04-25