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SOTA Optical Flow Estimation benchmarks and papers with code | Wizwand
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Optical Flow Estimation
Benchmarks
Dataset Name
SOTA Method
Dataset Name
SOTA Method
Metric
Trend
Results
Last Updated
KITTI 2015 (train)
StreamFlow
Fl-epe
0.47
446
3mo ago
MPI Sintel Final (train)
HD3F-ft
Endpoint Error (EPE)
1.17
215
2mo ago
MPI Sintel Clean (train)
MemFlow-T
EPE
0.85
208
2mo ago
Sintel Final (test)
VideoFlow
EPE
1.62
146
25d ago
Sintel Clean (test)
GeoViT
EPE
0.79
120
4mo ago
KITTI 2015 (test)
DDVM
Fl-all
3.26
117
25d ago
KITTI 2015
GG-SSM
Fl-all
2.77
60
3mo ago
KITTI-15 (test)
DPFlow
Fl-all Error
3.56
53
4mo ago
Flying Chairs (test)
LiteFlowNet-pre
Endpoint Error (EPE)
1.57
49
4mo ago
KITTI 2012 (test)
PRSM
AEE
1
41
4mo ago
MPI Sintel final (test)
LiteFlowNet
AEE
4.56
30
4mo ago
MPI Sintel Final Pass
GG-SSM
Overall AEE
1.58
29
4mo ago
KITTI flow 2012 (test)
LiteFlowNet
EPE
1.6
24
4mo ago
KITTI (test)
Flow1D
F1-all
6.27
20
4mo ago
Kubric 8K
DPFlow
1px Error (%)
8
17
1mo ago
8K
SEA-RAFT (Cascaded)
1px Error (%)
13.3
17
1mo ago
OctoSense night (test)
Late-fusion MAE (w/ full attention)
EPE (px)
2.38
16
29d ago
OctoSense day (test)
Late-fusion MAE (w/ full attention)
EPE (px)
1.96
16
29d ago
Composite Dataset (test)
SRFlowNet-TVR
PM
0.7177
16
4mo ago
MPI Sintel (test)
SAMFlow
EPE (Clean, all)
1
16
4mo ago
MPI Sintel Clean Pass
MR-Flow
Average Endpoint Error (All)
2.527
16
4mo ago
DSEC-Flow 6
STSC-Flow
EPE
0.663
15
2mo ago
MVSEC dt=4
STSC-Flow
Endpoint Error (EPE)
0.62
15
29d ago
MVSEC dt=1
STSC-Flow
Endpoint Error (EPE)
0.22
15
29d ago
PHM delta_t=10 1.0 (test)
USFlow(pwc)
Ball Error
0.43
13
4mo ago
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