Linear Assignment Problem on MOT
0.0014Mean Latency (s)SciPy
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| SciPyN=5002026.05 | 0.0014 | 13.84 | 0.0011 | 0.0021 | |
| Neural Dual Warm-StartingN (Problem Size)=500, Number of Trials=302026.05 | 0.0033 | 12.12 | 0.0031 | 0.0047 | |
| SciPyN=10002026.05 | 0.0071 | 19.87 | 0.0057 | 0.0119 | |
| Neural Dual Warm-StartingN (Problem Size)=1000, Number of Trials=302026.05 | 0.008 | 8.75 | 0.0072 | 0.01 | |
| Neural Dual Warm-StartingN (Problem Size)=1500, Number of Trials=302026.05 | 0.0185 | 15.68 | 0.0151 | 0.0268 | |
| SciPyN=15002026.05 | 0.0207 | 20.72 | 0.0161 | 0.0337 | |
| Neural Dual Warm-StartingN (Problem Size)=2000, Number of Trials=302026.05 | 0.0365 | 31.23 | 0.027 | 0.0731 | |
| SciPyN=20002026.05 | 0.0394 | 17.35 | 0.0303 | 0.0612 | |
| SciPyN=40002026.05 | 0.1882 | 21.35 | 0.1343 | 0.2707 | |
| Neural Dual Warm-StartingN (Problem Size)=4000, Number of Trials=302026.05 | 0.2582 | 35.36 | 0.1513 | 0.467 | |
| Neural Dual Warm-StartingN (Problem Size)=6000, Number of Trials=302026.05 | 0.5654 | 29.04 | 0.456 | 1.8881 | |
| SciPyN=60002026.05 | 0.6334 | 29.04 | 0.4264 | 1.0413 | |
| Neural Dual Warm-StartingN (Problem Size)=8000, Number of Trials=302026.05 | 0.9863 | 33.64 | 0.9207 | 3.1372 | |
| Neural Dual Warm-StartingN (Problem Size)=10000, Number of Trials=302026.05 | 2.1132 | 32.64 | 1.6962 | 5.4201 | |
| SciPyN=80002026.05 | 2.2909 | 45.68 | 0.9733 | 4.2924 | |
| Neural Dual Warm-StartingN (Problem Size)=12000, Number of Trials=302026.05 | 3.8998 | 29.05 | 2.7937 | 8.5711 | |
| SciPyN=100002026.05 | 4.597 | 47.02 | 1.9871 | 9.5304 | |
| Neural Dual Warm-StartingN (Problem Size)=14000, Number of Trials=302026.05 | 5.3839 | 31.68 | 5.0887 | 13.2564 | |
| SciPyN=120002026.05 | 7.5427 | 45.06 | 3.7714 | 14.9113 | |
| Neural Dual Warm-StartingN (Problem Size)=16000, Number of Trials=302026.05 | 8.0233 | 27.75 | 6.7022 | 20.0959 | |
| SciPyN=140002026.05 | 12.1742 | 41.66 | 6.4478 | 22.7414 | |
| SciPyN=160002026.05 | 18.9621 | 41.28 | 10.078 | 37.6409 |