Optical Flow Estimation On Spring

Metrics

1px total

Results

Performance results of various models on this benchmark

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

0 of 10 row(s) selected.

Optical Flow Estimation On Spring

Metrics

1px total

Results

Performance results of various models on this benchmark

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

0 of 10 row(s) selected.

Optical Flow Estimation On Spring | SOTA | HyperAI