MDACE
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Feature Attribution Plausibility | MDACE (test) | P41.7 | 65 | |
| Faithfulness evaluation | MDACE (test) | Comp Score87 | 40 | |
| Explanation Plausibility | MDACE bigger (test) | Precision41.4 | 32 | |
| Medical Coding | MDACE (test) | Micro Precision47 | 12 | |
| Restricted code system evaluation | MDACE | Recall66 | 11 | |
| Medical Coding | MDACE 2025 (test) | Micro Precision62 | 6 | |
| Medical Coding | MDACE | Recall66 | 5 | |
| Procedure Coding | MDACE ICD-10-PCS | Recall37.5 | 2 |
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