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SOTA
Optical Flow Estimation
Optical Flow Estimation On Spring
Optical Flow Estimation On Spring
Metrics
1px total
Results
Performance results of various models on this benchmark
Columns
Model Name
1px total
Paper Title
Repository
GMA
7.074
Learning to Estimate Hidden Motions with Global Motion Aggregation
PWCNet
82.265
PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume
FlowFormer
6.510
FlowFormer: A Transformer Architecture for Optical Flow
MS-RAFT+
5.724
High Resolution Multi-Scale RAFT (Robust Vision Challenge 2022)
DPFlow
3.442
DPFlow: Adaptive Optical Flow Estimation with a Dual-Pyramid Framework
FlowNet2
6.710
FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks
GMFlow
10.355
GMFlow: Learning Optical Flow via Global Matching
SPyNet
29.963
Optical Flow Estimation using a Spatial Pyramid Network
RAFT
6.790
RAFT: Recurrent All-Pairs Field Transforms for Optical Flow
RPKNet
4.809
Recurrent Partial Kernel Network for Efficient Optical Flow Estimation
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