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Benchmarks
Maximum Independent Set on Node-selection MIS
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6.09
Relative Improvement over LN Backbone
PostDeg-L-FG
-0.1708
1.4546
3.08
4.7054
Jun 12, 2026
Relative Improvement over LN Backbone
W10 Wins
TOST Paired Equivalence
Updated 1mo ago
Evaluation Results
Method
Method
Links
Relative Improvement over LN Backbone
W10 Wins
TOST Paired Equivalence
PostDeg-L-FG
2026.06
6.09
10
-
PostDeg-L-Adaptive
2026.06
5.85
10
-
PostDeg
2026.06
5.58
10
-
GraphNorm
Mechanism=Graphwise co...
2026.06
4.27
7
-
InstanceNorm
Mechanism=Feature-stat...
2026.06
4.02
6
-
BatchNorm
Mechanism=Feature-stat...
2026.06
2.89
6
-
PairNorm
Mechanism=Feature-stat...
2026.06
2.02
6
-
GraphScalar
Mechanism=Graphwise co...
2026.06
0.57
6
-
Extra LayerNorm
Mechanism=Capacity-onl...
2026.06
0.07
4
-
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