Who leads the MIMIC-CXR benchmark?

chexzero currently leads MIMIC-CXR with a score of 89.2 on auroc.

What is the state-of-the-art score on MIMIC-CXR?

The state-of-the-art result on MIMIC-CXR is 89.2 (auroc), achieved by chexzero as of 2025.

How many models are tracked on MIMIC-CXR?

Codesota tracks 3 models on MIMIC-CXR.

When was the MIMIC-CXR leaderboard last updated?

The MIMIC-CXR leaderboard on Codesota includes results through 2025.

Codesota · Benchmark · MIMIC-CXRHome/Leaderboards/MIMIC-CXR

Unknown

MIMIC-CXR.

Name: MIMIC-CXR Benchmark Results
Creator: Unknown
Published: 2025-01-01
License: https://creativecommons.org/licenses/by/4.0/

377,110 chest X-ray images from 227,835 studies of 65,379 patients with free-text radiology reports. Largest publicly available chest X-ray dataset with paired image-text data.

Paper ↗Leaderboard ↓

§ 01 · Leaderboard

Results by metric.

Only 3 models on this benchmark

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auroc

Auroc is the reported evaluation metric for MIMIC-CXR. Codesota tracks published model scores on this metric so readers can compare state-of-the-art results across sources and model families.

Higher is better

Trust tiers for aurocverifiedpapervendorcommunityunverified

Rank	Model	Trust	Score	Year	Links	Edit
01	chexzero Zero-shot on MIMIC-CXR test set.	paper	89.2	2025	Source ↗	Edit result
02	torchxrayvision Evaluated on MIMIC-CXR labels.	paper	86.3	2025	Source ↗	Edit result
03	convirt Contrastive pre-training on paired image-text.	paper	85.7	2025	Source ↗	Edit result

§ 04 · Submit a result

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