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Benchmarks
Tumor Segmentation on PI-CAI 2022 (test)
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0.499
DSC
2D H-DenseFormer
0.41788
0.43894
0.46
0.48106
Jul 4, 2023
DSC
HD95
JI
Updated 4d ago
Evaluation Results
Method
Method
Links
DSC
HD95
JI
2D H-DenseFormer
Params=4.25M, GFLOPs=3...
2023.07
0.499
35.9
0.371
U-Net++
Year=2019, Params=15.9...
2023.07
0.497
38.5
0.369
Deeplabv3+
Year=2018, Params=12.3...
2023.07
0.474
48.4
0.354
Transunet
Year=2021, Params=93.2...
2023.07
0.448
59.3
0.332
ITUNet
Year=2022, Params=18.1...
2023.07
0.421
67.6
0.313
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