Activity Recognition on RWF-2000

Metric: Accuracy (higher is better)

LeaderboardDataset

Loading chart...

Results

Submit a result

Hide extra data

Sort:

#	Model↕	Accuracy▼	Extra Data	Paper	Date↕	Code
1	Structured Keypoint Pooling	93.4	Yes	Unified Keypoint-based Action Recognition Framew...	2023-03-27	-
2	Semi-Supervised Hard Attention (SSHA); pretrained on Deepmind Kinetics dataset	90.4	Yes	Video Violence Recognition and Localization Usin...	2022-02-04	-
3	Human Skeletons + Change Detection	90.25	No	-	-	Code
4	Separable Convolutional LSTM	89.75	No	Efficient Two-Stream Network for Violence Detect...	2021-02-21	Code
5	SPIL Convolution	89.3	No	-	-	-
6	Flow Gated Network	87.25	No	RWF-2000: An Open Large Scale Video Database for...	2019-11-14	Code

#1Structured Keypoint PoolingSOTA
93.4
Accuracy· Extra Data· 2023-03-27
Unified Keypoint-based Action Recognition Framework via Structured Keypoint Pooling
#2Semi-Supervised Hard Attention (SSHA); pretrained on Deepmind Kinetics datasetSOTA
90.4
Accuracy· Extra Data· 2022-02-04
Video Violence Recognition and Localization Using a Semi-Supervised Hard Attention Model
#3Human Skeletons + Change Detection
90.25
Accuracy
No paperCode
#4Separable Convolutional LSTMSOTA
89.75
Accuracy· 2021-02-21
Efficient Two-Stream Network for Violence Detection Using Separable Convolutional LSTM Code
#5SPIL Convolution
89.3
Accuracy
No paper
#6Flow Gated NetworkSOTA
87.25
Accuracy· 2019-11-14
RWF-2000: An Open Large Scale Video Database for Violence Detection Code