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Benchmarks
Classification with Deferral on Covertype (test)
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93.4
System Accuracy
Decoupled
87.472
89.011
90.55
92.089
Apr 10, 2026
System Accuracy
Deferral Loss
Classification Accuracy
Coverage
Updated 6d ago
Evaluation Results
Method
Method
Links
System Accuracy
Deferral Loss
Classification Accuracy
Coverage
Decoupled
Number of model expert...
2026.04
93.4
0.066
94.1
71.2
Classifier only
Number of model expert...
2026.04
92.9
0.071
92.9
100
PiCCE
Number of model expert...
2026.04
90.8
0.092
91.1
44.9
OvA
Number of model expert...
2026.04
90.7
0.093
90.6
43.7
A-SM
Number of model expert...
2026.04
89.9
0.101
89.2
43.9
Add. CE
Number of model expert...
2026.04
89.9
0.101
90.7
9.8
Mao25
Number of model expert...
2026.04
87.7
0.123
35.1
0
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