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Benchmarks
Distribution Learning over Optimal Assignments on SLAP Bimodal (N=100) 2,000 instances (test)
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82.8
Clean Accuracy
PermFlow
-3.312
19.044
41.4
63.756
May 16, 2026
Clean Accuracy
Coverage@K
Any-correct@K
Optimal Gap (Δ)
Balance
Updated 15d ago
Evaluation Results
Method
Method
Links
Clean Accuracy
Coverage@K
Any-correct@K
Optimal Gap (Δ)
Balance
PermFlow
N=100, K=40
2026.05
82.8
85.5
85.5
0.0255
0
PermFlow
N=100, K=20
2026.05
82.2
85.2
85.2
0.0254
0
PermFlow
N=100, K=60
2026.05
81.9
85.8
85.8
0.0254
0
PermFlow
N=100, K=100
2026.05
81.9
86.1
86.1
0.0255
0
PermFlow
N=100, K=5
2026.05
81.8
83
83
0.0254
0
PermFlow
N=100, K=10
2026.05
81.8
83.9
83.9
0.0254
0
PermFlow
N=100, K=80
2026.05
81.8
86.5
86.5
0.0255
0
Gumbel-Sinkhorn
N=100, K=any, temperat...
2026.05
0
0
0
0.85
0
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