G-CNN (C8)

Reported on 4 benchmarks across 2 tasks · 1 paper

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

Medical4 results

Breast Tumour ClassificationonPCam
AUC· 2020-02-20
0.968
best: 0.975 (DSF-CNN (C8))
Roto-Translation Equivariant Convolutional Networks: Application to Histopathology Image Analysis arXiv:2002.08725
Colorectal Gland Segmentation:onCRAG
Dice· 2020-02-20
0.866
best: 0.892 (PatchCL)
Roto-Translation Equivariant Convolutional Networks: Application to Histopathology Image Analysis arXiv:2002.08725
Colorectal Gland Segmentation:onCRAG
F1-score· 2020-02-20
0.837
best: 0.881 (PatchCL)
Roto-Translation Equivariant Convolutional Networks: Application to Histopathology Image Analysis arXiv:2002.08725
Colorectal Gland Segmentation:onCRAG
Hausdorff Distance (mm)· 2020-02-20
157.4
best: 318.9 (VF-CNN (C4))
Roto-Translation Equivariant Convolutional Networks: Application to Histopathology Image Analysis arXiv:2002.08725