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Papers Benchmarks Datasets Tasks

Radiology Report Generation research benchmarks – Page 3 · SOTA2 Research

Radiology Report Generation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

0.353TBFact Score

5

Feb 26, 2026

MIMIC-CXR Frontal-to-Text

62Atl.

5

Feb 26, 2026

Merlin-Abd-CT (test)

0.124BLEU

4

Jun 24, 2026

MIMIC-RG 4 (mn)

58.6Precision

4

May 19, 2026

MIMIC-CXR Frontal+Lateral-to-Text

0.62Atl.

4

Feb 26, 2026

MIMIC-CXR Lateral-to-Text

62Atelectasis F1

4

Feb 26, 2026

MIMIC-CXR (F+L→T) (test)

44BLEU-1

4

Feb 26, 2026

IU X-RAY (Evaluation Only)

27.1RG-F1

4

Feb 26, 2026

88.15BLEU-1

3

Apr 6, 2026

IU X-ray Findings + Impression

0.182BLEU-4

3

Mar 19, 2026

0.097B4

3

Feb 26, 2026

0.093B4

3

Feb 26, 2026

TotalSegmentator-based CT Report Dataset Average

0.164BLEU

2

Feb 26, 2026

TotalSegmentator-based CT Report Dataset Pelvic organs

13.9BLEU

2

Feb 26, 2026

TotalSegmentator-based CT Report Dataset Gastrointestinal tract

0.034BLEU Score

2

Feb 26, 2026

TotalSegmentator-based CT Report Dataset Kidneys and ureters

5.1BLEU

2

Feb 26, 2026

TotalSegmentator-based CT Report Dataset Adrenal glands

50.8BLEU

2

Feb 26, 2026

TotalSegmentator-based CT Report Dataset Pancreas

0.116BLEU

2

Feb 26, 2026

TotalSegmentator-based CT Report Dataset Spleen

0.338BLEU

2

Feb 26, 2026

TotalSegmentator-based CT Report Dataset Gallbladder

23.3BLEU

2

Feb 26, 2026

TotalSegmentator-based CT Report Dataset Liver and biliary tree

0.045BLEU

2

Feb 26, 2026

TotalSegmentator-based CT Report Dataset Lower thorax

0.043BLEU

2

Feb 26, 2026

Page 3 of 3

Popular datasets

MIMIC-CXR TotalSegmentator-based CT Report Dataset IU-Xray IU X-Ray CheXpert

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