Salient Object Detection on USOD benchmark leaderboard · SOTA2 Research

Salient Object Detection on USOD

91.2SαUniV2D

Evaluation Results

Method	Links
UniV2D2026.05		91.2	90.1	—	0.0371
DualSAM2026.05		90.6	90.8	—	0.0397
TC-USOD2026.05		90.6	89.6	—	0.0376
DCGNet2026.07		90.48	92.33	93.63	0.0398
Samba2026.07		90.45	91.82	93.02	0.0416
PICRNet2026.07		90.32	89.45	93.18	0.0435
SENet2026.07		90.28	90.29	93.26	0.0406
GeleNet2026.07		90.25	90.61	93.19	0.0428
PLFRNet2026.07		90.22	91.51	93.27	0.0422
SearchNet2026.07		90.22	91.97	93.47	0.0397
DualSAM2026.07		90.14	89.26	93.24	0.0428
SPDE2026.05		90	88.8	—	0.0438
SPDE2026.07		90	90.1	92.62	0.0444
VSCode2026.07		89.99	91.46	92.77	0.0438
DCNet2026.07		89.97	90.47	92.48	0.0449
SACNet2026.07		89.95	91.48	93.37	0.0412
TC-USOD2026.07		89.94	89.25	93.31	0.0426
FSCDiff2026.07		89.94	92.16	92.89	0.0411
IGAN2026.07		89.9	91.19	93.41	0.0423
CSSAM2026.07		89.87	92.19	92.58	0.0434
HIDANet2026.07		89.58	89.54	92.65	0.0459
ISNet2026.07		89.44	89.84	92.14	0.0494
U2-Net2026.05		88.8	86.2	—	0.0541
Initialization2026.05		88.8	87.7	—	0.0507
CATNet2026.07		88.76	89.59	92.66	0.0433
RMFormer2026.05		88	87.6	—	0.0542
WaterFlow2026.07		87.93	89.5	92.68	0.0464
CATNet2026.05		87.8	86.5	—	0.0522
MFNet2026.05		84.2	77.6	—	0.0758
SUIM-Net2026.05		76.9	71.7	—	0.1159