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Universal Lesion Detection on DeepLesion universal (test)

79.17Sensitivity @ 0.5 FPPI

AlignShift + Ours

Updated 1mo ago

Evaluation Results

Method
AlignShift + Ours 2021.03	79.17	85.71	89.8	92.65	86.83
AlignShift w/o RECIST+Ours 2021.03	79.03	85.63	89.53	92.43	86.66
AlignShift w/o RECIST+BM 2021.03	77.51	84.95	88.63	92.08	85.79
AlignShift 2021.03	77.2	84.38	89.03	92.31	85.73
AlignShift w/o RECIST 2021.03	76.31	84.07	88.08	91.62	85.02
MULAN w/o SRL + Ours 2021.03	76.28	83.13	87.3	90.49	84.3
MULAN w/o (SRL&RECIST) +Ours 2021.03	75.97	82.81	86.85	90	83.91
A3D+SATr 2022.03	75.24	82.19	86.99	90.96	83.85
MULAN w/o (SRL&RECIST) +BM 2021.03	74.71	81.62	86.44	89.82	83.15
MULAN w/o SRL 2021.03	73.85	81.02	85.98	90.01	82.71
AlignShift+cBM+SATr 2022.03	73.53	79.91	84.89	88.5	81.71
MVP-Net+Ours 2021.03	73.05	81.41	87.22	89.37	82.76
A3D 2022.03	72.52	80.27	86.14	90.15	82.27
MULAN w/o (SRL&RECIST) 2021.03	72.34	80.17	85.21	89.41	81.78
MVP-Net+BM 2021.03	72.12	80.51	86.08	88.41	81.78
AlignShift+SATr 2022.03	71.1	78.32	83.51	87.99	80.23
AlignShift+cBM 2022.03	70.3	78.16	83.35	87.99	79.95
MVP-Net 2021.03	70.07	78.77	84.91	87.33	80.27
AlignShift 2022.03	68.69	76.73	82.25	86.54	78.55
3DCE+Ours 2021.03	66.98	77.25	83.64	88.41	79.07
Faster R-CNN+Ours 2021.03	65.37	77.25	81.03	87.98	77.67
3DCE+BM 2021.03	64.38	75.55	82.74	87.78	77.62
Faster R-CNN+BM 2021.03	63.96	75.55	79.8	86.28	76.12
AlignShift+cBM+SATr 2022.03	62.31	70.13	76.79	81.17	72.6
A3D+SATr 2022.03	59.99	68.05	74.67	79.09	70.45
3DCE 2021.03	59.32	70.68	79.09	84.34	73.36
Deformable detr 2021.03	57.62	65.64	70.65	75.58	67.37
Faster R-CNN 2021.03	57.17	70.68	74.97	82.43	70.85
AlignShift+cBM 2022.03	56.84	64.96	71.86	81.08	68.69
AlignShift+SATr 2022.03	56.68	65.04	72.03	77.83	67.9
A3D 2022.03	55.67	65.39	73.35	79.31	68.43
AlignShift 2022.03	52.17	62.17	69.5	75.24	64.77
FCOS 2021.03	37.78	54.84	64.12	77.84	58.65
Objects as points 2021.03	34.87	43.58	52.41	64.01	48.72