Data Collection Requirement Estimation on BDD100K Semi-supervised
2Failure RateLOC
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| LOCT=5, Cost=(1, 0.005), P=10^82022.10 | 2 | 1.91 | |
| LOCT=5, Cost=(1, 0.01), P=10^82022.10 | 2 | 0.86 | |
| LOCT=3, Cost=(1, 0.005), P=10^82022.10 | 7 | 1.2 | |
| LOCT=3, Cost=(1, 0.01), P=10^82022.10 | 7 | 2.57 | |
| LOCT=5, Cost=(1, 0.1), P=10^82022.10 | 7 | 0.32 | |
| LOCT=5, Cost=(1, 0.05), P=10^82022.10 | 9 | 0.27 | |
| Power Law RegressionT=5, Cost=(1, 0.005), P=10^82022.10 | 16 | 0.22 | |
| Power Law RegressionT=5, Cost=(1, 0.05), P=10^82022.10 | 16 | 0.17 | |
| Power Law RegressionT=5, Cost=(1, 0.1), P=10^82022.10 | 16 | 0.2 | |
| Power Law RegressionT=3, Cost=(1, 0.01), P=10^82022.10 | 21 | 0.15 | |
| Power Law RegressionT=5, Cost=(1, 0.01), P=10^82022.10 | 21 | 0.15 | |
| Power Law RegressionT=3, Cost=(1, 0.005), P=10^82022.10 | 23 | 0.18 | |
| LOCT=3, Cost=(1, 0.05), P=10^82022.10 | 23 | 0.5 | |
| Power Law RegressionT=3, Cost=(1, 0.05), P=10^82022.10 | 26 | 0.18 | |
| Power Law RegressionT=3, Cost=(1, 0.1), P=10^82022.10 | 26 | 0.21 | |
| LOCT=1, Cost=(1, 0.01), P=10^82022.10 | 30 | 13.47 | |
| LOCT=3, Cost=(1, 0.1), P=10^82022.10 | 30 | 0.15 | |
| LOCT=1, Cost=(1, 0.005), P=10^82022.10 | 44 | 7.02 | |
| LOCT=1, Cost=(1, 0.05), P=10^82022.10 | 49 | 1.02 | |
| LOCT=1, Cost=(1, 0.1), P=10^82022.10 | 65 | 0.4 | |
| Power Law RegressionT=1, Cost=(1, 0.1), P=10^82022.10 | 70 | 0.19 | |
| Power Law RegressionT=1, Cost=(1, 0.05), P=10^82022.10 | 72 | 0.19 | |
| Power Law RegressionT=1, Cost=(1, 0.01), P=10^82022.10 | 79 | 0.15 | |
| Power Law RegressionT=1, Cost=(1, 0.005), P=10^82022.10 | 86 | 0.11 |