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ResearchFormerly WizWand

Optic Flow Estimation on MVSEC (outdoor_day1)

0.19AEELC-Flow
0.02521.13762.253.3624Mar 20, 2020Mar 30, 2021Apr 10, 2022Apr 21, 2023May 1, 2024May 12, 2025May 23, 2026
Updated 5mo ago

Evaluation results

MethodLinks
LC-FlowType=SL, Inference Interval=Inference on MVSEC image frequency2026.050.190.05
EV-FlowNet* [56]dt=1, Recurrent=false2021.060.320
Zhu et al.Quantization=No, Type=Analog2022.110.32—
XLIF-EV-FlowNetdt=12021.060.4516
EV-FlowNetdt=12021.060.4725
Spike-FlowNetQuantization=No, Type=Hybrid, Avg. spikes (%)=1.112022.110.47—
FSFN_HP-ADCQuantization=Yes, Type=Spiking, Avg. spikes (%)=11.612022.110.48—
EVFlow2020.030.4920
EV-FlowNet* [54]dt=1, Recurrent=false2021.060.4920
Hybrid-EV-FlowNet* [26]dt=1, Recurrent=false2021.060.49—
EV-FlowNetQuantization=No, Type=Analog2022.110.49—
FSFN_FPQuantization=No, Type=Spiking, Avg. spikes (%)=9.112022.110.51—
Leaky-FireNetdt=12021.060.5241
Leaky-EV-FlowNetdt=12021.060.5328
LIF-EV-FlowNetdt=12021.060.5333
XLIF-FireNetdt=12021.060.5434
FireNetdt=12021.060.5535
RNN-EV-FlowNetdt=12021.060.56109
PLIF-FireNetdt=12021.060.5638
ALIF-EV-FlowNetdt=12021.060.5742
LIF-FireNetdt=12021.060.5740
PLIF-EV-FlowNetdt=12021.060.652
RNN-FireNetdt=12021.060.6252
ALIF-FireNetdt=12021.060.6245
FSFN_ADC-Less 32Quantization=Yes, Type=Spiking, Avg. spikes (%)=7.682022.110.65—
FSFN_ADC-Less 64Quantization=Yes, Type=Spiking, Avg. spikes (%)=8.142022.110.65—
FSFN_ADC-Less 128Quantization=Yes, Type=Spiking, Avg. spikes (%)=8.362022.110.65—
FireNet+2020.030.6899
VecKMType=SL, Inference Interval=Inference on MVSEC image frequency2026.050.88—
TripletType=MB, Inference Interval=Inference on MVSEC image frequency2026.050.93.1
LC-FlowType=SL, Inference Interval=Inference on Δt = 0.05s2026.050.931.76
Zero prediction2022.111.08—
Hybrid-EV-FlowNet* [26]dt=4, Recurrent=false2021.061.09—
EV-FlowNet* [54]dt=4, Recurrent=false2021.061.23730
EV-FlowNet* [56]dt=4, Recurrent=false2021.061.3970
TEGBPType=MB, Inference Interval=Inference on Δt = 0.05s2026.051.4611.1
XLIF-EV-FlowNetdt=42021.061.671,269
EV-FlowNetdt=42021.061.691,250
RNN-EV-FlowNetdt=42021.061.911,639
Leaky-FireNetdt=42021.061.961,826
Leaky-EV-FlowNetdt=42021.061.991,786
LIF-EV-FlowNetdt=42021.062.021,891
FireNetdt=42021.062.042,093
XLIF-FireNetdt=42021.062.071,883
PLIF-FireNetdt=42021.062.112,064
LIF-FireNetdt=42021.062.122,100
ALIF-EV-FlowNetdt=42021.062.132,096
PLIF-EV-FlowNetdt=42021.062.242,376
RNN-FireNetdt=42021.062.352,431
ALIF-FireNetdt=42021.062.362,582
ARMSType=MB, Inference Interval=Inference on MVSEC image frequency2026.052.75—
Zeros2020.034.3139