Distribution Learning over Optimal Assignments on SLAP Bimodal N=20 2,000 instances (test)
94.6Clean AccuracyPermFlow
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| PermFlowN=20, K=602026.05 | 94.6 | 95.5 | 96 | 0.0217 | 0.0012 | |
| PermFlowN=20, K=52026.05 | 94.5 | 94 | 94.3 | 0.0217 | 0.0015 | |
| PermFlowN=20, K=102026.05 | 94.5 | 94.5 | 95 | 0.0216 | 0.0014 | |
| PermFlowN=20, K=1002026.05 | 94.3 | 95.7 | 96.2 | 0.0217 | 0.0012 | |
| PermFlowN=20, K=202026.05 | 94.2 | 95 | 95.4 | 0.0217 | 0.0013 | |
| PermFlowN=20, K=402026.05 | 94.2 | 95.3 | 95.9 | 0.0215 | 0.0012 | |
| PermFlowN=20, K=802026.05 | 94.2 | 95.5 | 96 | 0.0217 | 0.0009 | |
| Gumbel-SinkhornN=20, K=any, temperature (τ)=0.52026.05 | 0 | 0 | 0 | 0.52 | 0 |