HyperAI超神经

首页算力平台文档资讯论文教程数据集百科 SOTA LLM 模型天梯 GPU 天梯顶会

中文

HyperAI超神经

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 Title	Repository
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

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