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Optical Flow Estimation On Spring

评估指标

1px total

评测结果

各个模型在此基准测试上的表现结果

Paper TitleRepository
PWCNet82.265PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume
SPyNet29.963Optical Flow Estimation using a Spatial Pyramid Network
GMFlow10.355GMFlow: Learning Optical Flow via Global Matching
GMA7.074Learning to Estimate Hidden Motions with Global Motion Aggregation
RAFT6.790RAFT: Recurrent All-Pairs Field Transforms for Optical Flow
FlowNet26.710FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks
FlowFormer6.510FlowFormer: A Transformer Architecture for Optical Flow
MS-RAFT+5.724High Resolution Multi-Scale RAFT (Robust Vision Challenge 2022)
RPKNet4.809Recurrent Partial Kernel Network for Efficient Optical Flow Estimation-
DPFlow3.442DPFlow: Adaptive Optical Flow Estimation with a Dual-Pyramid Framework
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Optical Flow Estimation On Spring | SOTA | HyperAI超神经