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Papers Benchmarks Datasets Tasks

Clinical Report Generation research benchmarks · SOTA2 Research

Clinical Report Generation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

S0002 v1 (test)

0.57BLEU-1

23

Feb 26, 2026

S0001 v1 (test)

48.23BLEU-1

23

Feb 26, 2026

7.48Accuracy

13

Mar 17, 2026

4.91Accuracy

13

Mar 17, 2026

6.04Accuracy

13

Mar 17, 2026

0.465BLEU-1

12

Feb 26, 2026

0.465BLEU-1

12

Feb 26, 2026

S0002 with clinical context, Unimodal + Text + EEG Features (test)

56.95BLEU-1

12

Feb 26, 2026

S0002 with clinical context, Unimodal + Text Only (test)

Qwen3-4b-instruct-2507

0.191BLEU-1

11

Feb 26, 2026

0.016Distinct-1

6

Jun 1, 2026

4,160-patient bone-health cohort (test)

91.2CSF-P

3

May 15, 2026

MIMIC-CXR (Intra-study)

0.6BLEU-1

3

Feb 26, 2026

Popular datasets

S0002 MIMIC-CXR CheXpert CT-RATE IU-Xray

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