CASS

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

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

Methodology4 results

Partial Label LearningonAutoimmune Dataset
F1 score· 2022-06-08
0.8717
SOTA
CASS: Cross Architectural Self-Supervision for Medical Image Analysis arXiv:2206.04170
Partial Label LearningonISIC 2019
Balanced Multi-Class Accuracy· 2022-06-08
0.7258
SOTA
CASS: Cross Architectural Self-Supervision for Medical Image Analysis arXiv:2206.04170
ClassificationonISIC 2019
Balanced Multi-Class Accuracy· 2022-06-08
0.6519
SOTA
CASS: Cross Architectural Self-Supervision for Medical Image Analysis arXiv:2206.04170
ClassificationonAutoimmune Dataset
F1 score· 2022-06-08
0.8894
best: 0.891 (Swin Transformer Base (Patch 4 Window 12))
SOTA
CASS: Cross Architectural Self-Supervision for Medical Image Analysis arXiv:2206.04170