| Multiway data association | Linear programming approach | ||
Design 1 | FPR | FNR | FPR | FNR |
1-to-1 | 0.0202 | 0.0041 | 0.0202 | 0.0041 |
1-to-2 | 0.1111 | 0.0000 | 0.1111 | 0.0000 |
2-to-1 | 0.0000 | 0.0000 | 0.0000 | 0.0000 |
1-to-3 | 0.0000 | 0.0000 | 0.0000 | 0.0000 |
3-to-1 | 0.0000 | 0.0000 | 0.0000 | 0.0000 |
Birth | 0.0000 | 0.0000 | 0.0000 | 0.0000 |
Death | 0.0000 | 0.0000 | 0.0000 | 0.0000 |
Design 2 | FPR | FNR | FPR | FNR |
1-to-1 | 0.0263 | 0.0032 | 0.0305 | 0.0033 |
1-to-2 | 0.0000 | 0.1000 | 0.0689 | 0.1333 |
2-to-1 | 0.0000 | 0.0222 | 0.0000 | 0.0227 |
1-to-3 | 0.0000 | 0.0000 | 0.0000 | 0.0000 |
3-to-1 | 0.0000 | 0.0000 | 0.0000 | 1.0000 |
Birth | 0.1363 | 0.0952 | 0.2400 | 0.1000 |
Death | 0.5000 | 1.0000 | 0.6667 | 1.0000 |
Design 3 | FPR | FNR | FPR | FNR |
1-to-1 | 0.0184 | 0.0011 | 0.0184 | 0.0011 |
1-to-2 | 0.0000 | 0.0000 | 0.0000 | 0.0000 |
2-to-1 | 0.0000 | 0.0000 | 0.0000 | 0.0000 |
1-to-3 | 0.0000 | 0.0000 | 0.0000 | 0.0000 |
3-to-1 | 0.0000 | 0.0000 | 0.0000 | 0.0000 |
Birth | 0.0769 | 0.0000 | 0.07969 | 0.0000 |
Death | 0.5000 | 0.0000 | 0.5000 | 0.0000 |
Design 4 | FPR | FNR | FPR | FNR |
1-to-1 | 0.0370 | 0.0119 | 0.0370 | 0.0119 |
1-to-2 | 0.3636 | 0.1764 | 0.3636 | 0.1764 |
2-to-1 | 0.0555 | 0.1500 | 0.0555 | 0.1500 |
1-to-3 | 0.0000 | 0.0000 | 0.0000 | 0.0000 |
3-to-1 | 0.0000 | 0.0000 | 0.0000 | 0.0000 |
Birth | 0.0869 | 0.2857 | 0.0869 | 0.2857 |
Death | 0.5000 | 0.0000 | 0.5000 | 0.0000 |