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ResearchFormerly WizWand

DDI

Benchmarks

TaskDatasetSOTA resultTrendResults

High-stakes specialized classification

DDI (test)

61.12Macro-F1

37

Skin Disease Classification

DDI (Out-of-domain)

60.13F1 Score

12

Drug-Drug Interaction prediction

DDI dataset (5-fold cross-val)

95.7AUC

9

DDI (test)

59.03EM (Δ)

8

Medical Image Classification

DDI (test)

82.58Accuracy

8

Skin lesion classification

DDI v1 (test)

79Accuracy

7

Biomedical Interaction Prediction

DDI (test)

0.897AUPRC

7

Drug-Drug Interaction Prediction

DDI Seen-Drug Setting

95.69Accuracy (ACC)

6

Drug-Drug Interaction Prediction

DDI dataset (Both-unseen)

58.12ACC

6

Relation Classification

DDI 13

87.6F1 Score

6

Relation Extraction

DDI 13

87Precision

6

High-stakes specialized classification

DDI (val)

58.27Macro F1

4

Skin disease classification

DDI In-Domain

87.4Avg Accuracy

4

Relation Extraction

DDI (test)

84.1Macro F1

3

Relation Extraction

DDI

44.89F1 Score

1