PatchCL

Reported on 7 benchmarks across 4 tasks

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

Medical6 results

Medical Image SegmentationonACDC 10% labeled data
Dice (Average)
89.1
best: 90.92 (SDCL)
Medical Image SegmentationonACDC 20% labeled data
Dice (Average)
91.2
Semantic SegmentationonKiTS19
Avg DSC
0.919
Colorectal Gland Segmentation:onCRAG
Dice
0.892
Colorectal Gland Segmentation:onCRAG
F1-score
0.881
Colorectal Gland Segmentation:onCRAG
Hausdorff Distance (mm)
119.5
best: 318.9 (VF-CNN (C4))

Audio1 result

10-shot image generationonKiTS19
Avg DSC
0.919