Steerable G-CNN (e)

Reported on 6 benchmarks across 3 tasks · 1 paper

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

Medical6 results

Breast Tumour ClassificationonPCam
AUC· 2017-11-20
0.963
best: 0.975 (DSF-CNN (C8))
Learning Steerable Filters for Rotation Equivariant CNNs arXiv:1711.07289
Colorectal Gland Segmentation:onCRAG
Dice· 2017-11-20
0.848
best: 0.892 (PatchCL)
Learning Steerable Filters for Rotation Equivariant CNNs arXiv:1711.07289
Colorectal Gland Segmentation:onCRAG
F1-score· 2017-11-20
0.811
best: 0.881 (PatchCL)
Learning Steerable Filters for Rotation Equivariant CNNs arXiv:1711.07289
Colorectal Gland Segmentation:onCRAG
Hausdorff Distance (mm)· 2017-11-20
175.9
best: 318.9 (VF-CNN (C4))
Learning Steerable Filters for Rotation Equivariant CNNs arXiv:1711.07289
Multi-tissue Nucleus SegmentationonKumar
Dice· 2017-11-20
0.791
best: 0.843 (GC-MHVN)
Learning Steerable Filters for Rotation Equivariant CNNs arXiv:1711.07289
Multi-tissue Nucleus SegmentationonKumar
Hausdorff Distance (mm)· 2017-11-20
51
best: 60 (DSF-CNN (C8))
Learning Steerable Filters for Rotation Equivariant CNNs arXiv:1711.07289