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AMOS-MM dataset and benchmarks · SOTA2 Research

Research Datasets

AMOS-MM

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Abdominal CT Report Labeling

AMOS-MM 1.0 (val)

97.8F1 Score

18

3D Medical Report Generation

AMOS-MM 1.0 (test)

39.518ROUGE-1

15

RadBERT classification

AMOS-MM external n = 400 cases (test)

48.15Micro Precision

12

Radiology Report Generation

AMOS-MM (test)

40.25BLEU-1

7

Any Abnormality Presence Labeling

AMOS-MM Aggregated six organs (val)

96.1F1 Score

4

Popular tasks

Radiology Report Generation Abdominal CT Report Labeling Any Abnormality Presence Labeling 3D Medical Report Generation RadBERT classification

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