HyperAI초신경

홈 뉴스 연구 논문 튜토리얼 데이터셋 백과사전 SOTA LLM 모델 GPU 랭킹 컨퍼런스

한국어

HyperAI초신경

Optical Flow Estimation On Spring

평가 지표

1px total

평가 결과

이 벤치마크에서 각 모델의 성능 결과

모델 이름	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	-

0 of 10 row(s) selected.