multimodal benchmark
MIMIC CXR Leaderboard
MIMIC CXR is a publicly available dataset of 377,110 de-identified chest radiograph images corresponding to 227,835 studies from 65,379 patients at Beth Israel Deaconess Medical Center, with free-text radiology reports.
Updated Sep 5, 2026
Models1
Model coverage1
MetricScore
EvidenceB
MIMIC CXR Ranking
Higher score ranks better on this benchmark.
Sort by
Rank | Model | Score | Percentile | Participants | Evidence | Evaluated |
|---|
| Rank01 | ModelGO | Score88.90% | Percentile100.00% | Participants1 | EvidenceC | Evaluated |
MIMIC CXR Highlights
The leading models and scores on this benchmark.
The Top AI Models for MIMIC CXR
The first five results on this benchmark, with official price and output speed added where the model identity can be matched.
Ranking basisThis mimic cxr AI model leaderboard uses descending score in the benchmark original unit. The leaderboard ranking keeps matched price and speed data separate from benchmark evidence.
- 01GOGoogle
- Score
- 88.90%
Strengths
- Ranks #1 of 1 compared models
- 100th percentile on this benchmark
- C evidence result
Considerations
- This result measures MIMIC CXR, not total model capability
Selection summary
Best AI Models for MIMIC CXR
MedGemma 4B IT currently leads MIMIC CXR with 88.90%. It is the top model on this specific benchmark, while the best LLM for the broader task should also be checked against other benchmarks, price, and runtime.
Use this leaderboard with the supporting benchmark results and coverage details above. A leaderboard position summarizes the selected ranking signal; it does not replace workload-specific testing.
What is MIMIC CXR?
What MIMIC CXR measures and how its scores work.
MIMIC CXR is a multimodal dataset used in medical imaging research, automated report generation, and medical AI development.
The benchmark reports a Score in ratio units; the input does not specify what the score measures.
Scores are shown in ratio. This benchmark is not independently verified and has an evidence level of B.
- Family
- MIMIC CXR
- Modality
- multimodal
- Primary category
- multimodal
- Score direction
- higher
- LLMBoard eligible
- No
- Evaluation key
- overall
LLM Stats. Benchmark scores retain their original unit. Overall score eligibility is shown separately.
FAQ
Common questions about MIMIC CXR.
Which model scores highest on MIMIC CXR?
MedGemma 4B IT is currently ranked first with 88.90%.
What are the top three models on MIMIC CXR?
The current leaders are MedGemma 4B IT (88.90%).
Which MIMIC CXR model has the lowest official input price?
No matched official input price is currently available.
Which models are fastest among MIMIC CXR results?
No matched runtime record is currently available.
Does the highest score result prove overall model quality?
No. This benchmark measures one defined capability or task. The overall LLMBoard score uses a separate aggregation across eligible benchmark evidence.