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Papers Benchmarks Datasets Tasks

INSPECT dataset and benchmarks · SOTA2 Research

Research Datasets

INSPECT

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Multimodal Classification

INSPECT

65.8AUROC

22

Natural language generation

Inspect

0.462BLEU-1

14

Fine-grained Captioning

Inspect

33.05RaTE Score

14

RadBERT classification

Inspect n=1,000 cases

49.26Micro Precision

14

In-hospital mortality prediction

INSPECT

84.4AUC

13

Abnormality Classification

INSPECT -> RSPECT (test)

63.1AUC

12

Readmission prediction

INSPECT cohort (PE) 1.0 (180 day)

0.681AUC-ROC

12

Mortality prediction

INSPECT cohort (PE) 365-day 1.0

81AUC-ROC

12

Medical Report Generation

INSPECT (test)

0.034BLEU-4

2

Medical Volumetric Abnormality Classification

INSPECT

65.9AUC

2

Clinical trajectory generation

INSPECT (test)

88.9Type Jaccard

1

Popular tasks

Natural language generation Mortality Prediction In-hospital mortality prediction Multimodal Classification Medical Report Generation

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