Estimating data collection requirements on CIFAR-100 2 Types
24Failure RateLOC
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| LOCT=5, Cost=(0.01, 0.0005), P=10^132022.10 | 24 | 5.19 | |
| LOCT=5, Cost=(0.01, 0.001), P=10^132022.10 | 24 | 0.79 | |
| LOCT=5, Cost=(0.01, 0.005), P=10^132022.10 | 24 | 0.82 | |
| LOCT=3, Cost=(0.01, 0.0005), P=10^132022.10 | 30 | 4.88 | |
| LOCT=1, Cost=(0.01, 0.005), P=10^132022.10 | 33 | 4.43 | |
| Power Law RegressionT=5, Cost=(0.01, 0.001), P=10^132022.10 | 35 | 1.22 | |
| LOCT=3, Cost=(0.01, 0.005), P=10^132022.10 | 36 | 1.17 | |
| Power Law RegressionT=5, Cost=(0.01, 0.005), P=10^132022.10 | 36 | 1.3 | |
| Power Law RegressionT=5, Cost=(0.01, 0.002), P=10^132022.10 | 37 | 1.33 | |
| Power Law RegressionT=3, Cost=(0.01, 0.005), P=10^132022.10 | 38 | 1.31 | |
| Power Law RegressionT=5, Cost=(0.01, 0.0005), P=10^132022.10 | 38 | 3.31 | |
| LOCT=5, Cost=(0.01, 0.002), P=10^132022.10 | 38 | 0.9 | |
| LOCT=1, Cost=(0.01, 0.0005), P=10^132022.10 | 40 | 41.8 | |
| Power Law RegressionT=3, Cost=(0.01, 0.0005), P=10^132022.10 | 43 | 3.47 | |
| LOCT=3, Cost=(0.01, 0.001), P=10^132022.10 | 43 | 1.31 | |
| LOCT=3, Cost=(0.01, 0.002), P=10^132022.10 | 44 | 1.21 | |
| Power Law RegressionT=3, Cost=(0.01, 0.001), P=10^132022.10 | 45 | 1.22 | |
| Power Law RegressionT=3, Cost=(0.01, 0.002), P=10^132022.10 | 45 | 1.47 | |
| LOCT=1, Cost=(0.01, 0.001), P=10^132022.10 | 46 | 9.85 | |
| LOCT=1, Cost=(0.01, 0.002), P=10^132022.10 | 54 | 6.98 | |
| Power Law RegressionT=1, Cost=(0.01, 0.005), P=10^132022.10 | 54 | 1.65 | |
| Power Law RegressionT=1, Cost=(0.01, 0.002), P=10^132022.10 | 56 | 1.55 | |
| Power Law RegressionT=1, Cost=(0.01, 0.001), P=10^132022.10 | 58 | 1.19 | |
| Power Law RegressionT=1, Cost=(0.01, 0.0005), P=10^132022.10 | 62 | 0.89 |