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ResearchFormerly WizWand

OPI

Benchmarks

TaskDatasetSOTA resultTrendResults

OPI clean

90.3Utility Score

15

Function Prediction

OPI UniProtSeq

89.15Rouge-L

10

GO Terms Prediction

OPI UniProtSeq

88.4Precision

10

Keywords Prediction

OPI UniProtSeq

92.77Precision

10

Function Prediction

OPI IDFilterSeq

84.35Rouge-L

10

GO Terms Prediction

OPI IDFilterSeq

84.7Precision

10

Keywords Prediction

OPI IDFilterSeq

0.901Precision

10

Function Prediction

OPI CASPSimilarSeq

85Rouge-L

10

GO Terms Prediction

OPI CASPSimilarSeq

86Precision

10

Keywords Prediction

OPI CASPSimilarSeq

86Precision

10

Knowledge Mining

OPI gName2Cancer

80Precision

10

Knowledge Mining

OPI gSymbol2Cancer

81.27Precision

10

Knowledge Mining

OPI gSymbol2Tissue

41.64Precision

10

Fold type prediction

OPI Family level

87.25Accuracy

10

Subcellular localization

OPI (Hold-out)

91Accuracy

9

Fold type prediction

OPI Superfamily level

30.22Accuracy

5

Multi-label Chest X-ray Classification

OPI 4 (test)

88.86Cardiomegaly AUC

5

Chest X-ray Classification

OPI 4 (test)

88.16Atelectasis AUC

5