Optical Flow Estimation on KITTI 2015 (train)

Metric: F1-all (higher is better)

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#	Model↕	F1-all▼	Extra Data	Paper	Date↕	Code
1	PWC-Net	33.7	No	PWC-Net: CNNs for Optical Flow Using Pyramid, Wa...	2017-09-07	Code
2	FastFlowNet	33.1	No	FastFlowNet: A Lightweight Network for Fast Opti...	2021-03-08	Code
3	FlowNet2	30	No	FlowNet 2.0: Evolution of Optical Flow Estimatio...	2016-12-06	Code
4	VCN	25.1	No	-	-	Code
5	HD3	24	No	Hierarchical Discrete Distribution Decomposition...	2018-12-15	Code
6	MaskFlowNet	23.1	No	MaskFlownet: Asymmetric Feature Matching with Le...	2020-03-24	Code
7	SCV	19.3	No	Learning Optical Flow from a Few Matches	2021-04-05	Code
8	RAPIDFlow	17.7	No	-	-	Code
9	CRAFT	17.5	No	CRAFT: Cross-Attentional Flow Transformer for Ro...	2022-03-31	Code
10	RAFT	17.4	No	RAFT: Recurrent All-Pairs Field Transforms for O...	2020-03-26	Code
11	GMA	17.1	No	Learning to Estimate Hidden Motions with Global ...	2021-04-06	Code
12	Ef-RAFT	16.45	No	Rethinking RAFT for Efficient Optical Flow	2024-01-01	Code
13	SeparableFlow	15.9	No	-	-	Code
14	GMFlowNet	15.4	No	Global Matching with Overlapping Attention for O...	2022-03-21	Code
15	FlowFormer	14.7	No	FlowFormer: A Transformer Architecture for Optic...	2022-03-30	Code
16	DEQ-Flow	13	No	Deep Equilibrium Optical Flow Estimation	2022-04-18	Code
17	RPKNet	13	No	-	-	Code
18	DPFlow	11.1	No	DPFlow: Adaptive Optical Flow Estimation with a ...	2025-03-19	Code
19	MEMFOF	9.93	No	MEMFOF: High-Resolution Training for Memory-Effi...	2025-06-29	Code