MARS: Motion-Augmented RGB Stream for Action Recognition

Nieves Crasto, Philippe Weinzaepfel, Karteek Alahari, Cordelia Schmid

URL

Proceedings: CVPR

Year: 2019

Peer Reviewed : Yes

Results: 
HMDB /HMDB Eval: 79.5% (input = RGB frames (Pretrained on Kinetics))
UCF101 /UCF101 Eval: 97.6% (input = RGB frames (Pretrained on Kinetics))
Something-Something /Top1 - Acc (V1): 51.7% (input = RGB frames (Pretrained on Kinetics))
Kinetics /Kinetics-val: 74.8% (input = RGB frames (No Pretraining))