Optical Flow Estimation

Benchmarks

Dataset Name	SOTA Method	Metric
KITTI 2015 (train)	StreamFlow	Fl-epe0.47	446	1mo ago
MPI Sintel Final (train)	HD3F-ft	Endpoint Error (EPE)1.17	215	23d ago
MPI Sintel Clean (train)	MemFlow-T	EPE0.85	208	23d ago
Sintel Final (test)	VideoFlow	EPE1.62	133	1mo ago
Sintel Clean (test)	GeoViT	EPE0.79	120	2mo ago
KITTI 2015 (test)	DDVM	Fl-all3.26	108	2mo ago
KITTI 2015	GG-SSM	Fl-all2.77	60	2mo ago
KITTI-15 (test)	DPFlow	Fl-all Error3.56	53	3mo ago
Flying Chairs (test)	LiteFlowNet-pre	Endpoint Error (EPE)1.57	49	3mo ago
KITTI 2012 (test)		AEE1	41	3mo ago
MPI Sintel final (test)	LiteFlowNet	AEE4.56	30	3mo ago
MPI Sintel Final Pass	GG-SSM	Overall AEE1.58	29	3mo ago
KITTI flow 2012 (test)	LiteFlowNet	EPE1.6	24	3mo ago
KITTI (test)	Flow1D	F1-all6.27	20	3mo ago
Kubric 8K	DPFlow	1px Error (%)8	17	7d ago
8K	SEA-RAFT (Cascaded)	1px Error (%)13.3	17	7d ago
Composite Dataset (test)	SRFlowNet-TVR	PM0.7177	16	3mo ago
MPI Sintel (test)	SAMFlow	EPE (Clean, all)1	16	3mo ago
MPI Sintel Clean Pass	MR-Flow	Average Endpoint Error (All)2.527	16	3mo ago
DSEC-Flow 6	STSC-Flow	EPE0.663	15	8d ago
PHM delta_t=10 1.0 (test)	USFlow(pwc)	Ball Error0.43	13	3mo ago
KITTI (train)	EpicFlow	EPE3.47	13	3mo ago
KITTI-15 generalization (test)	GG-SSM	Fl-epe3.72	12	3mo ago
Sintel generalization Clean	GG-SSM	EPE0.89	12	3mo ago
HD1K	PWC-Net	Rank1	11	3mo ago

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