G-CNN (C4)

Reported on 6 benchmarks across 3 tasks · 1 paper · 4 SOTA

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· 2016-02-24
0.964
best: 0.975 (DSF-CNN (C8))
SOTA
Group Equivariant Convolutional Networks arXiv:1602.07576
Colorectal Gland Segmentation:onCRAG
Dice· 2016-02-24
0.856
best: 0.892 (PatchCL)
SOTA
Group Equivariant Convolutional Networks arXiv:1602.07576
Colorectal Gland Segmentation:onCRAG
F1-score· 2016-02-24
0.833
best: 0.881 (PatchCL)
SOTA
Group Equivariant Convolutional Networks arXiv:1602.07576
Multi-tissue Nucleus SegmentationonKumar
Hausdorff Distance (mm)· 2016-02-24
49
best: 60 (DSF-CNN (C8))
SOTA
Group Equivariant Convolutional Networks arXiv:1602.07576
Colorectal Gland Segmentation:onCRAG
Hausdorff Distance (mm)· 2016-02-24
170.4
best: 318.9 (VF-CNN (C4))
Group Equivariant Convolutional Networks arXiv:1602.07576
Multi-tissue Nucleus SegmentationonKumar
Dice· 2016-02-24
0.793
best: 0.843 (GC-MHVN)
Group Equivariant Convolutional Networks arXiv:1602.07576