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Papers Benchmarks Datasets Tasks

Rad-ChestCT dataset and benchmarks · SOTA2 Research

Research Datasets

Rad-ChestCT

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Multi-Modal Visual Question Answering (MMVQA)

RAD-ChestCT (val)

44.99Accuracy

57

Multi-label abnormality classification

RAD-ChestCT (test)

0.755AUROC

26

Rad-ChestCT

76.45AUC

25

Abnormality diagnosis

RAD-ChestCT (external val)

78AUC

24

Rad-ChestCT (external test)

75.4AUC

13

Text-to-image retrieval

Rad-ChestCT (RC) (val)

78.6AUC

13

Radiology Report Generation

RAD-ChestCT (external val)

44.1RadBERT F1 Score

10

Multi-label Abnormality Analysis

RAD-ChestCT Cross-dataset evaluation

52.25F1-Score

9

Chest CT classification

Rad-ChestCT 14 tasks (external val)

74.7Mean AUC

7

Unconditional 3D Medical Image Generation

RAD-ChestCT 128^3

1.45FID

6

Multi-label classification

Rad-ChestCT (external val)

72.3AUC

6

Report generation

Rad-ChestCT External (test)

42.7Precision

4

Multi-label Medical Image Classification

RAD-ChestCT External (test)

0.63ATEL AUROC

3

Chest Classification

RAD-ChestCT external (test)

0.76AUROC

3

Medical Volumetric Abnormality Classification

Rad-ChestCT

79AUC

2

Popular tasks

Classification Text-to-Image Retrieval Diagnosis Multi-Label Classification Radiology Report Generation

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