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Optical Flow Estimation
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KITTI 2015
Optical Flow Estimation on KITTI 2015
Metric: Fl-all (higher is better)
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Model name (A→Z)
#
Model
↕
Fl-all
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Extra Data
Paper
Date
↕
Code
1
FastFlowNet-ft
11.22
No
FastFlowNet: A Lightweight Network for Fast Opti...
2021-03-08
Code
2
UnrolledCost
10.81
No
Cost Function Unrolling in Unsupervised Optical ...
2020-11-30
Code
3
LiteFlowNet-ft
9.38
No
LiteFlowNet: A Lightweight Convolutional Neural ...
2018-05-18
Code
4
SelFlow
8.42
No
SelFlow: Self-Supervised Learning of Optical Flow
2019-04-19
Code
5
IRR-PWC
7.65
No
Iterative Residual Refinement for Joint Optical ...
2019-04-10
Code
6
LiteFlowNet2-ft
7.62
No
A Lightweight Optical Flow CNN -- Revisiting Dat...
2019-03-15
Code
7
LiteFlowNet3
7.34
No
LiteFlowNet3: Resolving Correspondence Ambiguity...
2020-07-18
Code
8
LiteFlowNet3-S
7.22
No
LiteFlowNet3: Resolving Correspondence Ambiguity...
2020-07-18
Code
9
MaskFlownet-S
6.81
No
MaskFlownet: Asymmetric Feature Matching with Le...
2020-03-24
Code
10
RAPIDFlow
6.12
No
-
-
Code
11
MaskFlownet
6.11
No
MaskFlownet: Asymmetric Feature Matching with Le...
2020-03-24
Code
12
GMFlowNet
4.79
No
Global Matching with Overlapping Attention for O...
2022-03-21
Code
13
RPKNet
4.64
No
-
-
Code
14
CroCo-Flow
3.64
No
CroCo v2: Improved Cross-view Completion Pre-tra...
2022-11-18
Code
15
DPFlow
3.56
No
DPFlow: Adaptive Optical Flow Estimation with a ...
2025-03-19
Code
16
CamLiRAFT
2.96
No
Learning Optical Flow and Scene Flow with Bidire...
2023-03-21
Code
17
MEMFOF
2.94
No
MEMFOF: High-Resolution Training for Memory-Effi...
2025-06-29
Code
#1
FastFlowNet-ft
SOTA
11.22
Fl-all
· 2021-03-08
FastFlowNet: A Lightweight Network for Fast Optical Flow Estimation
Code
#2
UnrolledCost
SOTA
10.81
Fl-all
· 2020-11-30
Cost Function Unrolling in Unsupervised Optical Flow
Code
#3
LiteFlowNet-ft
SOTA
9.38
Fl-all
· 2018-05-18
LiteFlowNet: A Lightweight Convolutional Neural Network for Optical Flow Estimation
Code
#4
SelFlow
8.42
Fl-all
· 2019-04-19
SelFlow: Self-Supervised Learning of Optical Flow
Code
#5
IRR-PWC
7.65
Fl-all
· 2019-04-10
Iterative Residual Refinement for Joint Optical Flow and Occlusion Estimation
Code
#6
LiteFlowNet2-ft
7.62
Fl-all
· 2019-03-15
A Lightweight Optical Flow CNN -- Revisiting Data Fidelity and Regularization
Code
#7
LiteFlowNet3
7.34
Fl-all
· 2020-07-18
LiteFlowNet3: Resolving Correspondence Ambiguity for More Accurate Optical Flow Estimation
Code
#8
LiteFlowNet3-S
7.22
Fl-all
· 2020-07-18
LiteFlowNet3: Resolving Correspondence Ambiguity for More Accurate Optical Flow Estimation
Code
#9
MaskFlownet-S
6.81
Fl-all
· 2020-03-24
MaskFlownet: Asymmetric Feature Matching with Learnable Occlusion Mask
Code
#10
RAPIDFlow
6.12
Fl-all
No paper
Code
#11
MaskFlownet
6.11
Fl-all
· 2020-03-24
MaskFlownet: Asymmetric Feature Matching with Learnable Occlusion Mask
Code
#12
GMFlowNet
4.79
Fl-all
· 2022-03-21
Global Matching with Overlapping Attention for Optical Flow Estimation
Code
#13
RPKNet
4.64
Fl-all
No paper
Code
#14
CroCo-Flow
3.64
Fl-all
· 2022-11-18
CroCo v2: Improved Cross-view Completion Pre-training for Stereo Matching and Optical Flow
Code
#15
DPFlow
3.56
Fl-all
· 2025-03-19
DPFlow: Adaptive Optical Flow Estimation with a Dual-Pyramid Framework
Code
#16
CamLiRAFT
2.96
Fl-all
· 2023-03-21
Learning Optical Flow and Scene Flow with Bidirectional Camera-LiDAR Fusion
Code
#17
MEMFOF
2.94
Fl-all
· 2025-06-29
MEMFOF: High-Resolution Training for Memory-Efficient Multi-Frame Optical Flow Estimation
Code