Activity Recognition on Sports-1M

Metric: Video hit@5 (higher is better)

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#	Model↕	Video hit@5▼	Extra Data	Paper	Date↕	Code
1	ip-CSN-152 (RGB)	92.8	No	Video Classification with Channel-Separated Conv...	2019-04-04	Code
2	ip-CSN-101 (RGB)	92.6	No	Video Classification with Channel-Separated Conv...	2019-04-04	Code
3	G-Blend	92.4	No	What Makes Training Multi-Modal Classification N...	2019-05-29	Code
4	R[2+1]D-Two-Stream-32frame	91.9	No	A Closer Look at Spatiotemporal Convolutions for...	2017-11-30	Code
5	R[2+1]D-RGB-32frame	91.5	No	A Closer Look at Spatiotemporal Convolutions for...	2017-11-30	Code
6	Conv pooling	90.4	No	Beyond Short Snippets: Deep Networks for Video C...	2015-03-31	Code
7	R[2+1]D-Flow-32frame	88.7	No	A Closer Look at Spatiotemporal Convolutions for...	2017-11-30	Code
8	P3D	87.4	No	Learning Spatio-Temporal Representation with Pse...	2017-11-28	Code
9	LSTM +Pretrained on YT-8M	86.2	No	YouTube-8M: A Large-Scale Video Classification B...	2016-09-27	Code
10	C3D	85.5	No	Learning Spatiotemporal Features with 3D Convolu...	2014-12-02	Code
11	DeepVideo’s Slow Fusion	80.2	No	-	-	Code

#1ip-CSN-152 (RGB)SOTA
92.8
Video hit@5· 2019-04-04
Video Classification with Channel-Separated Convolutional Networks Code
#2ip-CSN-101 (RGB)
92.6
Video hit@5· 2019-04-04
Video Classification with Channel-Separated Convolutional Networks Code
#3G-Blend
92.4
Video hit@5· 2019-05-29
What Makes Training Multi-Modal Classification Networks Hard?Code
#4R[2+1]D-Two-Stream-32frameSOTA
91.9
Video hit@5· 2017-11-30
A Closer Look at Spatiotemporal Convolutions for Action Recognition Code
#5R[2+1]D-RGB-32frame
91.5
Video hit@5· 2017-11-30
A Closer Look at Spatiotemporal Convolutions for Action Recognition Code
#6Conv poolingSOTA
90.4
Video hit@5· 2015-03-31
Beyond Short Snippets: Deep Networks for Video Classification Code
#7R[2+1]D-Flow-32frame
88.7
Video hit@5· 2017-11-30
A Closer Look at Spatiotemporal Convolutions for Action Recognition Code
#8P3D
87.4
Video hit@5· 2017-11-28
Learning Spatio-Temporal Representation with Pseudo-3D Residual Networks Code
#9LSTM +Pretrained on YT-8M
86.2
Video hit@5· 2016-09-27
YouTube-8M: A Large-Scale Video Classification Benchmark Code
#10C3DSOTA
85.5
Video hit@5· 2014-12-02
Learning Spatiotemporal Features with 3D Convolutional Networks Code
#11DeepVideo’s Slow Fusion
80.2
Video hit@5
No paperCode