Linear Assignment Problem Optimization on MOT Data
0.0004Mean Time (s)Neural Dual Warm-Starting
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Neural Dual Warm-StartingN=500, Number of trials=302026.05 | 0.0004 | 7.38 | 0.0004 | 0.0005 | |
| Neural Dual Warm-StartingN=1000, Number of trials=302026.05 | 0.0019 | 5.33 | 0.0018 | 0.0021 | |
| Neural Dual Warm-StartingN=1500, Number of trials=302026.05 | 0.0049 | 12.3 | 0.004 | 0.0063 | |
| Neural Dual Warm-StartingN=2000, Number of trials=302026.05 | 0.0124 | 50.82 | 0.0076 | 0.029 | |
| Neural Dual Warm-StartingN=4000, Number of trials=302026.05 | 0.0998 | 50.68 | 0.0398 | 0.2182 | |
| Neural Dual Warm-StartingN=6000, Number of trials=302026.05 | 0.4714 | 43.43 | 0.1925 | 0.983 | |
| Neural Dual Warm-StartingN=8000, Number of trials=302026.05 | 1.1638 | 56.04 | 0.4957 | 3.1264 | |
| Neural Dual Warm-StartingN=10000, Number of trials=302026.05 | 2.5853 | 95.51 | 0.8934 | 10.1964 | |
| Neural Dual Warm-StartingN=12000, Number of trials=302026.05 | 4.1512 | 53.27 | 1.565 | 9.8447 | |
| Neural Dual Warm-StartingN=14000, Number of trials=302026.05 | 6.0758 | 63.76 | 2.2199 | 13.9578 | |
| Neural Dual Warm-StartingN=16000, Number of trials=302026.05 | 9.6251 | 49.16 | 5.5396 | 20.1037 |