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Benchmarks
Classification on LoanDefaulter (test)
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65.49
Test Accuracy
MKAN
63.6284
64.1117
64.595
65.0783
Jun 16, 2026
Test Accuracy
Updated 1mo ago
Evaluation Results
Method
Method
Links
Test Accuracy
MKAN
hard monotonicity=true...
2026.06
65.49
SMM_64 mini
hard monotonicity=true
2026.06
65.47
LMN
hard monotonicity=true
2026.06
65.44
SMM_64
hard monotonicity=true
2026.06
65.41
CMNN
hard monotonicity=true
2026.06
65.3
MonoKAN
per-edge functional in...
2026.06
65.3
LMN mini
hard monotonicity=true
2026.06
65.28
Certified
2026.06
65.2
Crystal
hard monotonicity=true
2026.06
65
XG
2026.06
63.7
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