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ResearchFormerly WizWand

Drug Family Classification and Trace-Quality Evaluation

Benchmarks

DatasetSOTA methodMetricTrendResultsLast updated

MARD PAIR-COLD npc=11,361 (test)

0.517Family Macro F1

2

Jun 12, 2026

MARD DRUG-COLD ndc=5,688 (test)

56.7Macro F1 Score (Family)

2

Jun 12, 2026

MARD Held-out RAND-FULL (WARM) nrf=5,414 (test)

72.7Family Macro F1

2

Jun 12, 2026

MARD rare-cls (val)

68.5Family Macro F1

1

Jun 12, 2026

MARD mirror records n=2,390 (val)

79.7Family Macro F1

1

Jun 12, 2026