DeepLesion
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
DeepLesion universal (test)
79.17Sensitivity @ 0.5 FPPI
34
DeepLesion (test)
85.29Sensitivity @ 1.0 FPs
30
DeepLesion+#
95.07Accuracy
22
DeepLesion official (test)
81.03Sensitivity (0.5 FPPI)
20
DeepLesion synthesized (Medium Metal)
45.06PSNR (dB)
19
DeepLesion official (test)
76.12Sensitivity @ 0.5 FPPI
18
DeepLesion (test)
42.66PSNR
15
DeepLesion standard (test)
81.02Sensitivity @ 0.5 FPPI
13
DeepLesion (in-domain)
40.3PSNR
12
DeepLesion Average (test)
41.83PSNR
10
DeepLesion Small Metal (test)
45.27PSNR
10
DeepLesion Metal Size Group 4 (test)
45.03PSNR
10
DeepLesion Metal Size Group 3 (test)
42.25PSNR
10
DeepLesion Metal Size Group 2 (test)
39.53PSNR
10
DeepLesion Large Metal (test)
37.19PSNR
10
Synthesized DeepLesion Average
45.04PSNR
10
Synthesized DeepLesion Small Metal Subset 2
46.54PSNR
10
Synthesized DeepLesion Small Metal Subset 1
45.78PSNR
10
Synthesized DeepLesion Large Metal Subset 2
44.29PSNR
10
Synthesized DeepLesion Large Metal Subset 1
43.53PSNR
10
DeepLesion 43 (test)
38.19PSNR
10
DeepLesion synthesized
42.19PSNR (dB)
9
DeepLesion (test)
1.709Diameter Error
9
DeepLesion (test)
96.01AUC
9
DeepLesion
45.52Accuracy
8