Optical Flow Estimation on Sintel-clean

Metric: Average End-Point Error (lower is better)

LeaderboardDataset

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Results

#	Model↕	Average End-Point Error▲	Extra Data	Paper	Date↕	Code
1	MEMFOF-L	0.963	No	MEMFOF: High-Resolution Training for Memory-Effi...	2025-06-29	Code
2	GMFlow	1.03	No	Unifying Flow, Stereo and Depth Estimation	2022-11-10	Code
3	DPFlow	1.046	No	DPFlow: Adaptive Optical Flow Estimation with a ...	2025-03-19	Code
4	CroCo-Flow	1.092	No	CroCo v2: Improved Cross-view Completion Pre-tra...	2022-11-18	Code
5	FlowFormer	1.16	No	FlowFormer: A Transformer Architecture for Optic...	2022-03-30	Code
6	Ef-RAFT	1.27	No	Rethinking RAFT for Efficient Optical Flow	2024-01-01	Code
7	RPKNet	1.315	No	-	-	Code
8	GMA	1.388	No	Learning to Estimate Hidden Motions with Global ...	2021-04-06	Code
9	GMFlowNet	1.39	No	Global Matching with Overlapping Attention for O...	2022-03-21	Code
10	DEQ-Flow-H	1.519	No	Deep Equilibrium Optical Flow Estimation	2022-04-18	Code
11	RAFT (warm-start)	1.609	No	RAFT: Recurrent All-Pairs Field Transforms for O...	2020-03-26	Code
12	Perceiver IO	1.81	No	Perceiver IO: A General Architecture for Structu...	2021-07-30	Code
13	RAPIDFlow	2.03	No	-	-	Code
14	MaskFlownet	2.52	No	MaskFlownet: Asymmetric Feature Matching with Le...	2020-03-24	Code
15	MR-Flow	2.53	No	Optical Flow in Mostly Rigid Scenes	2017-05-03	-
16	MaskFlownet-S	2.77	No	MaskFlownet: Asymmetric Feature Matching with Le...	2020-03-24	Code
17	ProFlow+ft	2.82	No	ProFlow: Learning to Predict Optical Flow	2018-06-03	-
18	LiteFlowNet3	2.99	No	LiteFlowNet3: Resolving Correspondence Ambiguity...	2020-07-18	Code
19	LiteFlowNet3-S	3.03	No	LiteFlowNet3: Resolving Correspondence Ambiguity...	2020-07-18	Code
20	LiteFlowNet2-ft	3.48	No	A Lightweight Optical Flow CNN -- Revisiting Dat...	2019-03-15	Code
21	ScopeFlow	3.592	No	ScopeFlow: Dynamic Scene Scoping for Optical Flow	2020-02-25	Code
22	FDFlowNet-ft	3.71	No	FDFlowNet: Fast Optical Flow Estimation using a ...	2020-06-22	-
23	SelFlow	3.74	No	SelFlow: Self-Supervised Learning of Optical Flow	2019-04-19	Code
24	IRR-PWC	3.84	No	Iterative Residual Refinement for Joint Optical ...	2019-04-10	Code
25	FlowNet2	3.96	No	FlowNet 2.0: Evolution of Optical Flow Estimatio...	2016-12-06	Code
26	LiteFlowNet-ft	4.54	No	LiteFlowNet: A Lightweight Convolutional Neural ...	2018-05-18	Code
27	UnrolledCost	4.69	No	Cost Function Unrolling in Unsupervised Optical ...	2020-11-30	Code
28	FastFlowNet-ft	4.89	No	FastFlowNet: A Lightweight Network for Fast Opti...	2021-03-08	Code
29	Spynet	6.64	No	Optical Flow Estimation using a Spatial Pyramid ...	2016-11-03	Code