Model card
CheXNet.
Stanford ML Groupopen-source8M paramsDenseNet-121MIT
First model to exceed radiologist performance on pneumonia detection. Trained on ChestX-ray14.
§ 01 · Benchmarks
Every benchmark CheXNet has a recorded score for.
| # | Benchmark | Area · Task | Metric | Value | Rank | Date | Source |
|---|---|---|---|---|---|---|---|
| 01 | NIH ChestX-ray14 | Medical · Disease Classification | auroc | 84.1% | #2 | — | source ↗ |
| 02 | RSNA Pneumonia Detection | Medical · Disease Classification | auroc | 87.2% | #3 | — | source ↗ |
Rank column shows this model’s position vs all other models scored on the same benchmark + metric (competitors after the slash). #1 in red means current SOTA. Sorted by rank, then newest result.
§ 05 · Sources & freshness
Where these numbers come from.
research-paper
2
results
0 of 2 rows marked verified.