Salient Object Detection on USOD10k benchmark leaderboard · SOTA2 Research

Salient Object Detection on USOD10k

0.9314S-alphaDCGNet

Evaluation Results

Method	Links
DCGNet2026.07		0.9314	0.9684	0.937	0.0173
Samba2026.07		0.9312	0.9672	0.9339	0.0187
FSCDiff2026.07		0.9286	0.9641	0.9235	0.0191
PLFRNet2026.07		0.9285	0.9674	0.9319	0.0181
SACNet2026.07		0.928	0.9672	0.9212	0.0186
CSSAM2026.07		0.9278	0.9614	0.9356	0.0206
SearchNet2026.07		0.9263	0.9672	0.9289	0.0188
SENet2026.07		0.9253	0.9612	0.9213	0.0203
VSCode2026.07		0.9249	0.9611	0.9281	0.0221
SPDE2026.07		0.9249	0.9631	0.8996	0.0203
DualSAM2026.07		0.9243	0.9638	0.9203	0.0199
Dual-SAM2024.04		0.9238	0.9684	0.9311	0.0185
GeleNet2026.07		0.923	0.9585	0.9139	0.0229
DCNet2026.07		0.9217	0.9636	0.9152	0.0202
TC-USOD2026.07		0.9217	0.9636	0.9086	0.0202
TC-USOD2024.04		0.9215	0.9683	0.9236	0.0201
SGL-KRN2024.04		0.9214	0.9633	0.9245	0.0237
IGAN2026.07		0.9206	0.9654	0.9031	0.02
DASNet2024.04		0.9204	0.9603	0.9212	0.0245
PICRNet2026.07		0.9191	0.9563	0.9045	0.0233
ISNet2026.07		0.9157	0.9504	0.8828	0.026
PoolNet2024.04		0.9152	0.9562	0.9105	0.0283
HIDANet2026.07		0.9143	0.9547	0.8976	0.0247
F3Net2024.04		0.914	0.9599	0.9171	0.0251
VST2024.04		0.9136	0.9614	0.9108	0.0267
LDF2024.04		0.9135	0.9574	0.9173	0.026
CATNet2026.07		0.9127	0.8825	0.8669	0.0232
EGNet2024.04		0.9125	0.9488	0.904	0.0291
HAINet2024.04		0.9123	0.9552	0.9116	0.0279
DCF2024.04		0.9116	0.9541	0.9045	0.0312
MINet2024.04		0.9105	0.9501	0.9072	0.0287
BTS-Net2024.04		0.9093	0.9542	0.9104	0.0291
PFPN2024.04		0.909	0.9547	0.9055	0.0302
CTDNet2024.04		0.9085	0.9531	0.9073	0.0285
CPD2024.04		0.9076	0.9484	0.8991	0.029
BASNet2024.04		0.9075	0.9378	0.8849	0.0352
SPNet2024.04		0.9075	0.9554	0.9069	0.028
JL-DCF2024.04		0.9062	0.9485	0.8978	0.03
BBSNet2024.04		0.9061	0.9512	0.9056	0.0337
SAM-DADF2024.04		0.9051	0.9552	0.9154	0.025
DANet2024.04		0.9006	0.9449	0.8934	0.0279
UCNet2024.04		0.8997	0.9463	0.8968	0.0301
WaterFlow2026.07		0.8987	0.9529	0.8901	0.0256
PFSNet2024.04		0.8983	0.9421	0.8966	0.037
SAM-Adapter2024.04		0.8952	0.9533	0.9153	0.0276
D3Net2024.04		0.8931	0.9413	0.8807	0.0374
SAMNet2024.04		0.8875	0.9382	0.8739	0.0396
DMRA2024.04		0.8746	0.9274	0.8682	0.0422
S2MA2024.04		0.8664	0.9208	0.853	0.0558
PSGLoss2024.04		0.864	0.9078	0.8508	0.0417
CSNet2024.04		0.8595	0.9178	0.8462	0.0548
SAM2024.04		0.8543	0.9095	0.8812	0.038
MFNet2024.04		0.8425	0.9146	0.8193	0.0512
TriTransNet2024.04		0.7889	0.8479	0.7501	0.0659
SVAM-Net2024.04		0.7465	0.7649	0.6451	0.0915
CDINet2024.04		0.7049	0.8644	0.7362	0.0904
FC-SOD2024.04		0.7036	0.7004	0.6231	0.0852
RCRR2024.04		0.6449	0.6898	0.5592	0.1831
DF2024.04		0.641	0.7576	0.5589	0.14
Itti2024.04		0.6112	0.667	0.4676	0.1798