Find dense correspondences between video frames.

Leaderboard

# Method Mean WAUC over conditions WAUC day WAUC sunset WAUC rain WAUC snow WAUC night Runtime External data used
1 RAFT-TF_RVC

TBA
TBA

69.5 77.8 71.3 62.0 71.0 65.5 2.30 s
2 IRR-PWC_RVC

Junhwa Hur, Stefan Roth
RVC 2020 submission

68.9 76.2 71.2 60.5 72.2 64.3 530 ms
3 PRAFlow_RVC

Zhexiong Wan, Yuxin Mao, Yuchao Dai
RVC 2020

64.0 71.8 65.6 58.0 65.3 59.6 700 ms
4 C-RAFT_RVC

Henrique Morimitsu, Xiangyang Ji
RVC 2020

61.7 69.9 63.8 54.3 63.3 57.2 600 ms
5 VCN_RVC

Gengshan Yang and Deva Ramanan
NeurIPS

60.9 71.0 62.2 53.9 61.4 56.0 700 ms
6 PWC-Net_RVC

Deqing Sun, Xiaodong Yang, Ming-Yu Liu, and Jan Kautz.
CVPR 2018

59.9 70.6 61.7 51.8 60.7 54.9 300 ms
7 FlowNet 2.0 [Sintel only]

Eddy Ilg, Nikolaus Mayer, Tonmoy Saikia, Margret Keuper, Alexey Dosovitskiy, Thomas Brox
CVPR 2017

56.2 66.6 58.5 47.2 58.3 50.3 6.70 s
8 LSM_FLOW_RVC

Chengzhou Tang, Lu Yuan, Ping Tan
CVPR2020

55.8 65.8 58.2 47.3 56.0 52.1 100 ms
9 Large Displacement Optical Flow

Thomas Brox, Jitendra Malik
TPAMI 2011

53.6 63.8 56.2 44.9 53.4 49.7 17.00 s
10 TVL1_RVC

Javier Sánchez Pérez, Enric Meinhardt-Llopis, Gabriele Facciolo
RVC

44.7 57.6 47.9 37.6 42.7 37.5 11.60 s
11 FlowNet [Sintel only]

Alexey Dosovitskiy, Philipp Fischer, Eddy Ilg, Philip Häusser, Caner Hazirbas, Vladimir Golkov, Patrick van der Smagt, Daniel Cremers, Thomas Brox
ICCV 2015

34.8 39.7 37.8 29.3 37.0 30.3 223 ms
12 H+S_RVC

Enric Meinhardt-Llopis, Javier Sánchez Pérez, Daniel Kondermann
RVC

22.0 26.9 25.2 17.8 22.6 17.3 44.00 s