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Benchmarks
Lesion Segmentation on AFB (test)
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0.756
Mean Dice
ESFPNet-S (B2)
0.31192
0.42721
0.5425
0.65779
Jul 15, 2022
Mean Dice
mIoU
FN Frames
FP Frames
Updated 3d ago
Evaluation Results
Method
Method
Links
Mean Dice
mIoU
FN Frames
FP Frames
ESFPNet-S (B2)
Parameters=25.0, GFLOP...
2022.07
0.756
0.624
0
0
SSFormer-S (B2)
Parameters=29.6, GFLOP...
2022.07
0.746
0.612
0
0
CaraNet
Parameters=46.6, GFLOP...
2022.07
0.745
0.61
0
0
ESFPNet-L (B4)
Parameters=61.7, GFLOP...
2022.07
0.738
0.6
0
0
SSFormer-L (B4)
Parameters=66.2, GFLOP...
2022.07
0.737
0.604
0
0
Unet++
Parameters=9.2, GFLOPs...
2022.07
0.722
0.587
0
5
ESFPNet-T (B0)
Parameters=3.5, GFLOPs...
2022.07
0.717
0.574
0
0
Masked R/G
Parameters=N/A, GFLOPs...
2022.07
0.549
0.418
5
10
SVM-EMBC
Parameters=N/A, GFLOPs...
2022.07
0.329
0.219
1
26
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