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Change Detection on SYSU-CD

83.24F1 Score

ChangeTitans

Updated 4d ago

Evaluation Results

Method
ChangeTitans 2026.02	83.24	-	-	-	71.18
ChangeMamba 2026.02	83.11	-	-	-	71.1
RCTNet 2024.07	83.01	-	84.33	81.73	70.96
TransY-Net 2024.07	82.84	-	89.09	77.42	70.71
ChangeDA 2026.02	82.74	-	-	-	70.56
HA2F 2026.01	82.74	91.91	83.32	82.16	70.56
MutSimNet 2026.02	82.34	-	-	-	70.27
SEIFNet 2026.02	82.32	-	-	-	69.96
STENet 2026.02	82.29	-	-	-	69.92
RCTNet 2024.07	82.23	-	85.62	79.1	69.83
MaskCD 2024.04	82.17	92.04	87.07	77.78	79.99
SwinSUNet 2026.02	81.58	-	-	-	68.89
A2Net 2026.02	81.06	-	-	-	70.86
TinyCD 2024.07	80.96	-	85.71	76.71	68.01
AMDANet 2026.02	80.83	-	-	-	67.82
ICIFNet 2026.02	80.74	-	-	-	68.12
WNet 2024.07	80.64	-	81.71	79.58	67.55
WNet 2026.02	80.64	-	-	-	67.55
TransUNetCD 2026.02	80.09	-	-	-	66.79
SNUNet 2024.07	79.96	-	81.95	78.08	66.62
DGANet 2024.07	79.79	-	78.86	80.74	66.37
SNUNet 2026.02	79.77	-	-	-	66.35
BIT 2024.07	79.4	-	82.32	76.68	65.84
CDMamba 2026.01	79.16	90.5	81.92	76.58	65.51
STRobustNet 2026.01	78.84	90.72	77.79	79.92	65.07
ChangeFormer 2026.01	78.52	90.06	80.04	77.06	64.64
ChangeMamba 2026.01	78.52	90.06	80.04	77.06	64.64
FC-EF 2026.01	78.4	89.47	75.93	81.03	64.47
CTDFormer 2026.02	78.08	-	-	-	64.04
ChangeFormer 2024.07	77.83	-	81.3	74.65	63.71
Paformer 2026.01	77.82	90.08	82.26	73.84	63.7
BIT 2026.01	77.47	89.58	79.04	75.96	63.23
RSMamba 2026.01	77.46	89.29	76.89	78.04	63.21
STANet 2026.02	77.37	-	-	-	63.09
IFNet 2024.07	76.38	-	82.44	72.38	61.85
FC-Siam-conc 2024.07	76.35	-	82.54	71.03	61.75
FC-Siam-Conc 2026.02	76.35	-	-	-	61.75
BIT 2026.02	76.08	-	-	-	61.39
A2Net 2024.04	75.99	88.13	72.66	79.63	73.33
ChangeFormer 2024.04	75.93	89.12	79.37	72.78	74.04
SNUNet 2024.04	75.73	89.16	80.21	71.72	73.94
RDPNet 2024.04	75.36	88.52	76.3	74.44	73.27
FC-EF 2024.07	75.07	-	74.32	75.84	60.09
BIT 2024.04	74.97	87.3	70.03	80.65	72.14
DMINet 2024.04	74.64	88.81	80.14	69.84	73.07
SNUNet 2026.01	72.64	89.05	88.43	61.43	57.04
FC-Siam-diff 2024.07	72.57	-	89.13	61.21	56.96
FC-Siam-Diff 2026.02	72.57	-	-	-	56.96
ICIFNet 2024.04	70.3	86.41	72.51	68.23	69
Siam-Diff 2024.04	59.91	85.46	85.62	46.08	63.23