Model card
DenseNet-121 (Chest X-ray).
Researchopen-source8M paramsDenseNet-121MIT2 current SOTA
Standard baseline for chest X-ray classification. Pre-trained on ImageNet.
§ 01 · Benchmarks
Every benchmark DenseNet-121 (Chest X-ray) has a recorded score for.
| # | Benchmark | Area · Task | Metric | Value | Rank | Date | Source |
|---|---|---|---|---|---|---|---|
| 01 | COVID-19 Image Data Collection | Medical · Disease Classification | auroc | 94.7% | #1 | — | source ↗ |
| 02 | RSNA Pneumonia Detection | Medical · Disease Classification | auroc | 88.5% | #1 | — | source ↗ |
| 03 | NIH ChestX-ray14 | Medical · Disease Classification | auroc | 82.6% | #3 | — | source ↗ |
| 04 | CheXpert | Medical · Disease Classification | auroc | 86.5% | #7 | — | 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.
§ 02 · Strengths by area
Where DenseNet-121 (Chest X-ray) actually performs.
§ 04 · Related models
Other Research models scored on Codesota.
§ 05 · Sources & freshness
Where these numbers come from.
research-paper
3
results
kaggle-competition
1
result
0 of 4 rows marked verified.