DeepLab v3+

Reported on 3 benchmarks across 1 task · 1 paper

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Medical3 results

Medical Image SegmentationonAnatomical Tracings of Lesions After Stroke (ATLAS)
Dice· 2018-02-07
0.4609
best: 0.5349 (D-UNet)
Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation arXiv:1802.02611
Medical Image SegmentationonAnatomical Tracings of Lesions After Stroke (ATLAS)
IoU· 2018-02-07
0.3458
best: 0.3559 (2D Dense-UNet)
Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation arXiv:1802.02611
Medical Image SegmentationonAnatomical Tracings of Lesions After Stroke (ATLAS)
Precision· 2018-02-07
0.5831
best: 0.6331 (D-UNet)
Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation arXiv:1802.02611