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MDACE

Benchmarks

Task NameDataset NameSOTA ResultTrend
Feature Attribution PlausibilityMDACE (test)
P41.7
65
Faithfulness evaluationMDACE (test)
Comp Score87
40
Explanation PlausibilityMDACE bigger (test)
Precision41.4
32
Restricted code system evaluationMDACE
Recall66
11
Medical CodingMDACE
Recall66
5
Procedure CodingMDACE ICD-10-PCS
Recall37.5
2
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