Optical Flow Estimation on Sintel-final

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	1.907	No	MEMFOF: High-Resolution Training for Memory-Effi...	2025-06-29	Code
2	DPFlow	1.975	No	DPFlow: Adaptive Optical Flow Estimation with a ...	2025-03-19	Code
3	GMFlow	2.37	No	Unifying Flow, Stereo and Depth Estimation	2022-11-10	Code
4	Perceiver IO	2.42	No	Perceiver IO: A General Architecture for Structu...	2021-07-30	Code
5	CroCo-Flow	2.436	No	CroCo v2: Improved Cross-view Completion Pre-tra...	2022-11-18	Code
6	GMA	2.47	No	Learning to Estimate Hidden Motions with Global ...	2021-04-06	Code
7	Ef-RAFT	2.6	No	Rethinking RAFT for Efficient Optical Flow	2024-01-01	Code
8	GMFlowNet	2.648	No	Global Matching with Overlapping Attention for O...	2022-03-21	Code
9	RPKNet	2.657	No	-	-	Code
10	RAFT (warm-start)	2.855	No	RAFT: Recurrent All-Pairs Field Transforms for O...	2020-03-26	Code
11	DEQ-Flow-H	2.886	No	Deep Equilibrium Optical Flow Estimation	2022-04-18	Code
12	RAPIDFlow	3.56	No	-	-	Code
13	ScopeFlow	4.098	No	ScopeFlow: Dynamic Scene Scoping for Optical Flow	2020-02-25	Code
14	MaskFlownet	4.17	No	MaskFlownet: Asymmetric Feature Matching with Le...	2020-03-24	Code
15	SelFlow	4.26	No	SelFlow: Self-Supervised Learning of Optical Flow	2019-04-19	Code
16	MaskFlownet-S	4.38	No	MaskFlownet: Asymmetric Feature Matching with Le...	2020-03-24	Code
17	VCN	4.4	No	-	-	Code
18	LiteFlowNet3	4.45	No	LiteFlowNet3: Resolving Correspondence Ambiguity...	2020-07-18	Code
19	ContinualFlow + ft	4.52	No	Continual Occlusions and Optical Flow Estimation	2018-11-05	-
20	LiteFlowNet3-S	4.53	No	LiteFlowNet3: Resolving Correspondence Ambiguity...	2020-07-18	Code
21	IRR-PWC	4.579	No	Iterative Residual Refinement for Joint Optical ...	2019-04-10	Code
22	LiteFlowNet2-ft	4.69	No	A Lightweight Optical Flow CNN -- Revisiting Dat...	2019-03-15	Code
23	FDFlowNet-ft	5.11	No	FDFlowNet: Fast Optical Flow Estimation using a ...	2020-06-22	-
24	MR-Flow	5.38	No	Optical Flow in Mostly Rigid Scenes	2017-05-03	-
25	LiteFlowNet-ft	5.38	No	LiteFlowNet: A Lightweight Convolutional Neural ...	2018-05-18	Code
26	UnrolledCost	5.8	No	Cost Function Unrolling in Unsupervised Optical ...	2020-11-30	Code
27	FastFlowNet-ft	6.08	No	FastFlowNet: A Lightweight Network for Fast Opti...	2021-03-08	Code
28	Spynet	8.36	No	Optical Flow Estimation using a Spatial Pyramid ...	2016-11-03	Code