Multi-class Change Detection on Delta-SN6 benchmark leaderboard · SOTA2 Research

Multi-class Change Detection on Delta-SN6

94.6F1 (bcd)STSF-Net

Evaluation Results

Method	Links
STSF-Net2026.04		94.6	95.27	99.54	91.33	99.55	85.68	81.42	92.95	92.77	94.62	92.33
GSTM-SCD2026.04		91.42	94.61	99.32	87.47	99.32	80.88	73.95	89.52	90.6	88.36	89.67
DamageFormer2026.04		91.38	94.81	99.37	88.12	99.04	80.44	75.96	91.42	90.98	88.75	90.26
DeepLabV3+2026.04		90.83	22.32	98.58	51.88	98.58	64.21	29.04	73.57	78.87	2.95	15.95
UNet2026.04		83.28	26.37	98.53	53.44	98.54	62.1	57.89	77.47	78.09	0	0
SiamAttnUNet2026.04		82.8	88.15	98.54	74.19	98.53	61.81	54.1	74.34	79.37	74.95	76.2
SiamCRNN2026.04		82.17	54.2	98.36	57.04	98.38	52.83	28.25	70.2	78.83	15.09	55.73
ChangeOS2026.04		78.57	86.53	98.1	66.92	98.13	55.83	43.02	67.59	71.69	61.16	71.01
Sigma2026.04		78.23	91.39	98.2	70.94	98.21	57.16	50.93	75.28	71.03	67.93	76.03
HGINet2026.04		61.09	19.78	96.81	26.21	96.88	23.87	0.73	13.79	48.22	0	0