Steerable G-CNN (C8)

Reported on 4 benchmarks across 2 tasks · 1 paper · 3 SOTA

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

Medical5 results

Breast Tumour ClassificationonPCam
AUC· 2017-11-20
0.971
best: 0.975 (DSF-CNN (C8))
SOTA
Learning Steerable Filters for Rotation Equivariant CNNs arXiv:1711.07289
Colorectal Gland Segmentation:onCRAG
Dice· 2017-11-20
0.888
best: 0.892 (PatchCL)
SOTA
Learning Steerable Filters for Rotation Equivariant CNNs arXiv:1711.07289
Colorectal Gland Segmentation:onCRAG
F1-score· 2017-11-20
0.861
best: 0.881 (PatchCL)
SOTA
Learning Steerable Filters for Rotation Equivariant CNNs arXiv:1711.07289
Breast Tumour ClassificationonPCam
AUC· 2017-11-20
0.969
best: 0.975 (DSF-CNN (C8))
Learning Steerable Filters for Rotation Equivariant CNNs arXiv:1711.07289
Colorectal Gland Segmentation:onCRAG
Hausdorff Distance (mm)· 2017-11-20
139.5
best: 318.9 (VF-CNN (C4))
Learning Steerable Filters for Rotation Equivariant CNNs arXiv:1711.07289