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ResearchFormerly WizWand

Data Collection Requirement Estimation on BDD100K Semi-supervised

2Failure RateLOC
-1.3621.324466.68Oct 3, 2022
Updated 8mo ago

Evaluation results

MethodLinks
LOCT=5, Cost=(1, 0.005), P=10^82022.1021.91
LOCT=5, Cost=(1, 0.01), P=10^82022.1020.86
LOCT=3, Cost=(1, 0.005), P=10^82022.1071.2
LOCT=3, Cost=(1, 0.01), P=10^82022.1072.57
LOCT=5, Cost=(1, 0.1), P=10^82022.1070.32
LOCT=5, Cost=(1, 0.05), P=10^82022.1090.27
Power Law RegressionT=5, Cost=(1, 0.005), P=10^82022.10160.22
Power Law RegressionT=5, Cost=(1, 0.05), P=10^82022.10160.17
Power Law RegressionT=5, Cost=(1, 0.1), P=10^82022.10160.2
Power Law RegressionT=3, Cost=(1, 0.01), P=10^82022.10210.15
Power Law RegressionT=5, Cost=(1, 0.01), P=10^82022.10210.15
Power Law RegressionT=3, Cost=(1, 0.005), P=10^82022.10230.18
LOCT=3, Cost=(1, 0.05), P=10^82022.10230.5
Power Law RegressionT=3, Cost=(1, 0.05), P=10^82022.10260.18
Power Law RegressionT=3, Cost=(1, 0.1), P=10^82022.10260.21
LOCT=1, Cost=(1, 0.01), P=10^82022.103013.47
LOCT=3, Cost=(1, 0.1), P=10^82022.10300.15
LOCT=1, Cost=(1, 0.005), P=10^82022.10447.02
LOCT=1, Cost=(1, 0.05), P=10^82022.10491.02
LOCT=1, Cost=(1, 0.1), P=10^82022.10650.4
Power Law RegressionT=1, Cost=(1, 0.1), P=10^82022.10700.19
Power Law RegressionT=1, Cost=(1, 0.05), P=10^82022.10720.19
Power Law RegressionT=1, Cost=(1, 0.01), P=10^82022.10790.15
Power Law RegressionT=1, Cost=(1, 0.005), P=10^82022.10860.11