Background Subtraction on CDnet 2014 (full) benchmark leaderboard · SOTA2 Research

Background Subtraction on CDnet 2014 (full)

99.78F1 (baseline)FgSegNetv2

Evaluation Results

Method	Links
FgSegNetv22023.03		99.78	98.47	99.71	99.51	99.61	99.55	99.38	99.04	93.36	97.39	98.62	97.27
MU-Net22023.03		99	93.69	98.24	98.92	98.94	98.45	98.42	93.43	87.06	83.62	81.85	92.72
BSPVGAN2023.03		98.37	95.01	98.93	98.49	93.66	98.49	97.64	96.44	85.08	90.01	94.86	93.1
CascadeCNN2023.03		97.86	92.09	97.58	96.58	85.05	95.93	89.58	94.31	83.7	89.65	91.68	91.08
ZBS2023.03		96.53	85.15	95.45	92.9	87.58	97.65	86.98	92.29	74.33	68	81.33	63.58
BSUV-Net 2.02023.03		96.2	83.87	90.04	90.57	82.63	95.62	89.32	88.44	79.02	58.57	70.37	81.74
SemanticBGS2023.03		96.04	78.92	83.88	94.89	78.78	94.78	82.19	82.6	78.88	50.14	56.73	69.21
RTSS2023.03		95.97	79.17	83.96	93.25	78.64	95.51	85.1	86.62	67.71	52.95	54.89	76.3
STPNet2023.03		95.87	79.92	77.21	80.58	82.67	91.14	86.88	88.98	72.97	69.61	60.76	72.48
IUTIS-52023.03		95.67	77.17	83.32	89.02	72.96	87.66	83.03	82.48	77.43	52.9	42.82	78.36
RT-SBS-v22023.03		95.35	80.45	82.33	92.17	89.46	94.97	86.97	82.79	73.41	56.29	58.08	73.15
SuBSENSE2023.03		95.03	74.08	81.52	81.77	65.69	89.86	81.71	86.19	64.45	55.99	34.76	77.92
WisenetMD2023.03		94.87	75.35	82.28	83.76	72.64	89.84	81.52	86.16	64.04	57.01	33.67	83.04
PAWCS2023.03		93.97	74.03	81.37	89.38	77.64	89.13	83.24	81.52	65.88	41.52	46.15	64.5
SWCD2023.03		92.14	75.83	74.11	86.45	70.92	87.79	85.81	82.33	73.74	58.07	45.45	77.35
FgSegNet2023.03		69.26	37.15	42.66	36.34	20.02	52.95	60.38	32.77	24.82	28	35.03	6.43