Action Recognition on Sports-1M

Metric: Video hit@1 (higher is better)

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#	Model↕	Video hit@1 ▼	Extra Data	Paper	Date↕	Code
1	ip-CSN-152 (RGB)	75.5	No	Video Classification with Channel-Separated Conv...	2019-04-04	Code
2	ip-CSN-101 (RGB)	74.9	No	Video Classification with Channel-Separated Conv...	2019-04-04	Code
3	R[2+1]D-Two-Stream-32frame	73.3	No	A Closer Look at Spatiotemporal Convolutions for...	2017-11-30	Code
4	R[2+1]D-RGB-32frame	73	No	A Closer Look at Spatiotemporal Convolutions for...	2017-11-30	Code
5	Conv pooling	71.7	No	Beyond Short Snippets: Deep Networks for Video C...	2015-03-31	Code
6	R[2+1]D-Flow-32frame	68.4	No	A Closer Look at Spatiotemporal Convolutions for...	2017-11-30	Code
7	P3D	66.4	No	Learning Spatio-Temporal Representation with Pse...	2017-11-28	Code
8	C3D	61.1	No	Learning Spatiotemporal Features with 3D Convolu...	2014-12-02	Code
9	DeepVideo’s Slow Fusion	60.9	No	-	-	Code

#1ip-CSN-152 (RGB)SOTA
75.5
Video hit@1 · 2019-04-04
Video Classification with Channel-Separated Convolutional Networks Code
#2ip-CSN-101 (RGB)
74.9
Video hit@1 · 2019-04-04
Video Classification with Channel-Separated Convolutional Networks Code
#3R[2+1]D-Two-Stream-32frameSOTA
73.3
Video hit@1 · 2017-11-30
A Closer Look at Spatiotemporal Convolutions for Action Recognition Code
#4R[2+1]D-RGB-32frame
73
Video hit@1 · 2017-11-30
A Closer Look at Spatiotemporal Convolutions for Action Recognition Code
#5Conv poolingSOTA
71.7
Video hit@1 · 2015-03-31
Beyond Short Snippets: Deep Networks for Video Classification Code
#6R[2+1]D-Flow-32frame
68.4
Video hit@1 · 2017-11-30
A Closer Look at Spatiotemporal Convolutions for Action Recognition Code
#7P3D
66.4
Video hit@1 · 2017-11-28
Learning Spatio-Temporal Representation with Pseudo-3D Residual Networks Code
#8C3DSOTA
61.1
Video hit@1 · 2014-12-02
Learning Spatiotemporal Features with 3D Convolutional Networks Code
#9DeepVideo’s Slow Fusion
60.9
Video hit@1
No paperCode