Categories Companies Research

Loading the SOTA2 catalog…

Explore

Categories Companies Research

Contribute

Join SOTA2 Contact

SOTA2

© 2026 SOTA2

Build in Bellevue, USA

WizWand is now SOTA2 Research

Papers Benchmarks Datasets Tasks

MIMIC-CXR dataset and benchmarks – Page 6 · SOTA2 Research

Research Datasets

MIMIC-CXR

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Frontal-to-Lateral X-ray Generation (F→L)

MIMIC-CXR

13.75FID (Inception-v3)

3

Lateral-to-Frontal X-ray Generation (L→F)

MIMIC-CXR

12.04FID (Inception-v3)

3

Clinical Report Generation

MIMIC-CXR (Intra-study)

0.6BLEU-1

3

Report Generation

MIMIC-CXR

17.55NEM

3

Image-to-report retrieval

MIMIC-CXR 500-sample

28.2Recall@1

2

Radiology Report Evaluation

MIMIC-CXR

69.21Race Distribution (%)

2

Image Classification

MIMIC-CXR

0.752AUC

2

Medical Image Classification

MIMIC-CXR

68.55Accuracy

2

Text-to-Image Generation

MIMIC-CXR Pneumothorax

8.08FID

1

Text-to-Image Generation

MIMIC-CXR Opacification

4.8FID

1

Text-to-Image Generation

MIMIC-CXR Pleural effusion

6.57FID

1

Text-to-Image Generation

MIMIC-CXR Cardiomegaly

7.42FID

1

Mask-based Concept Annotation

MIMIC-CXR (test)

0.86Cosine Similarity (CLIP)

1

Page 6 of 6

Popular tasks

Radiology Report Generation Medical Report Generation Text-to-Image Generation Medical Visual Question Answering Report Generation

Follow for updates

Join SOTA2 Contact