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Estimating data collection requirements on CIFAR-100 2 Types

24Failure RateLOC
22.4832.744353.26Oct 3, 2022
Updated 8mo ago

Evaluation results

MethodLinks
LOCT=5, Cost=(0.01, 0.0005), P=10^132022.10245.19
LOCT=5, Cost=(0.01, 0.001), P=10^132022.10240.79
LOCT=5, Cost=(0.01, 0.005), P=10^132022.10240.82
LOCT=3, Cost=(0.01, 0.0005), P=10^132022.10304.88
LOCT=1, Cost=(0.01, 0.005), P=10^132022.10334.43
Power Law RegressionT=5, Cost=(0.01, 0.001), P=10^132022.10351.22
LOCT=3, Cost=(0.01, 0.005), P=10^132022.10361.17
Power Law RegressionT=5, Cost=(0.01, 0.005), P=10^132022.10361.3
Power Law RegressionT=5, Cost=(0.01, 0.002), P=10^132022.10371.33
Power Law RegressionT=3, Cost=(0.01, 0.005), P=10^132022.10381.31
Power Law RegressionT=5, Cost=(0.01, 0.0005), P=10^132022.10383.31
LOCT=5, Cost=(0.01, 0.002), P=10^132022.10380.9
LOCT=1, Cost=(0.01, 0.0005), P=10^132022.104041.8
Power Law RegressionT=3, Cost=(0.01, 0.0005), P=10^132022.10433.47
LOCT=3, Cost=(0.01, 0.001), P=10^132022.10431.31
LOCT=3, Cost=(0.01, 0.002), P=10^132022.10441.21
Power Law RegressionT=3, Cost=(0.01, 0.001), P=10^132022.10451.22
Power Law RegressionT=3, Cost=(0.01, 0.002), P=10^132022.10451.47
LOCT=1, Cost=(0.01, 0.001), P=10^132022.10469.85
LOCT=1, Cost=(0.01, 0.002), P=10^132022.10546.98
Power Law RegressionT=1, Cost=(0.01, 0.005), P=10^132022.10541.65
Power Law RegressionT=1, Cost=(0.01, 0.002), P=10^132022.10561.55
Power Law RegressionT=1, Cost=(0.01, 0.001), P=10^132022.10581.19
Power Law RegressionT=1, Cost=(0.01, 0.0005), P=10^132022.10620.89