Model card
UNETR.
NVIDIA (MONAI)open-source93M paramsPure ViT encoder + U-Net decoder
Uses ViT as pure encoder, skip connections at multiple resolutions. WACV 2022.
§ 01 · Benchmarks
Every benchmark UNETR has a recorded score for.
| # | Benchmark | Area · Task | Metric | Value | Rank | Date | Source |
|---|---|---|---|---|---|---|---|
| 01 | BTCV | Medical · Medical Image Segmentation | mean-dsc | 74.5% | #6 | 2021-10-06 | source ↗ |
| 02 | Synapse Multi-Organ CT | Medical · Medical Image Segmentation | mean-dsc | 74.5% | #11 | 2021-10-06 | 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.
§ 03 · Papers
1 paper with results for UNETR.
- 2021-10-06· Medical· 2 results
UNETR: Transformers for 3D Medical Image Segmentation
§ 04 · Related models
Other NVIDIA (MONAI) models scored on Codesota.
§ 05 · Sources & freshness
Where these numbers come from.
arxiv
2
results
2 of 2 rows marked verified.