Video Saliency Prediction on DHF1K

0.922AUC-JSalFoM

Evaluation Results

Method
SalFoM2026.04	0.922	0.421	0.735	0.569	3.354
TMFI2026.04	0.915	0.407	0.731	0.546	3.146
THTD-Net2026.04	0.915	0.406	0.73	0.548	3.139
STSANet2026.04	0.912	0.383	0.723	0.529	3.01
TSFP-Net2026.04	0.912	0.392	0.723	0.517	2.967
VSFT2026.04	0.911	0.411	0.72	0.518	2.977
HD2S2026.04	0.908	0.406	0.7	0.503	2.812
ViNet2026.04	0.908	0.381	0.729	0.511	2.872
UNISAL2026.04	0.901	0.39	0.691	0.49	2.776
SalSAC2026.04	0.896	0.357	0.697	0.479	2.673
TASED-Net2026.04	0.895	0.361	0.712	0.47	2.667
STRA-Net2026.04	0.895	0.355	0.663	0.458	2.558
SalEMA2026.04	0.89	0.466	0.667	0.449	2.574
ACLNet2026.04	0.89	0.315	0.601	0.434	2.354
BIAS (Bottom-Up)2026.04	0.869	0.237	0.577	0.358	1.851
BIAS (Bottom-Up) (c ∈ {2}, δ ∈ {1})2026.04	0.869	0.237	0.577	0.358	1.851
SalGAN2026.04	0.866	0.262	0.709	0.37	2.043
DVA2026.04	0.86	0.262	0.595	0.358	2.013
SALICON2026.04	0.857	0.232	0.59	0.327	1.901
DeepVS2026.04	0.856	0.256	0.583	0.344	1.911
Deep-Net2026.04	0.855	0.201	0.592	0.331	1.775
BIAS2026.04	0.849	0.221	0.561	0.323	1.67
BIAS (c ∈ {2}, δ ∈ {4})2026.04	0.849	0.221	0.561	0.323	1.67
BIAS (c ∈ {2}, δ ∈ {1})2026.04	0.849	0.223	0.56	0.323	1.67
w/ Levy flight, w/o GWTA (c ∈ {2}, δ ∈ {4})2026.04	0.846	0.237	0.559	0.311	1.626
w/ EWMA, w/ GWTA (c ∈ {2, 3, 4}, δ ∈ {3, 4})2026.04	0.844	0.226	0.562	0.319	1.636
w/ EWMA, w/o GWTA (c ∈ {2}, δ ∈ {4})2026.04	0.835	0.184	0.582	0.31	1.632
Two-stream2026.04	0.834	0.197	0.581	0.325	1.632
UVA-Net2026.04	0.833	0.241	0.582	0.307	1.536
Shallow-Net2026.04	0.833	0.182	0.529	0.295	1.509
BIAS (No GWTA)2026.04	0.828	0.183	0.582	0.307	1.626
GBVS2026.04	0.828	0.186	0.554	0.283	1.474
w/ EWMA, w/o GWTA (c ∈ {2}, δ ∈ {1})2026.04	0.828	0.184	0.582	0.307	1.625
w/ flicker, w/o GWTA (c ∈ {2}, δ ∈ {4})2026.04	0.828	0.184	0.572	0.284	1.47
w/ EWMA, w/o GWTA (c ∈ {2, 3, 4}, δ ∈ {3, 4})2026.04	0.827	0.184	0.578	0.304	1.602
Fang et al.2026.04	0.819	0.198	0.537	0.273	1.539
w/o EWMA&GWTA (c ∈ {2, 3, 4}, δ ∈ {3, 4})2026.04	0.818	0.189	0.578	0.299	1.58
w/o EWMA&GWTA (c ∈ {2}, δ ∈ {4})2026.04	0.802	0.176	0.571	0.279	1.495
ITTI2026.04	0.774	0.162	0.553	0.233	1.207
Rudoy et al.2026.04	0.769	0.214	0.501	0.285	1.498
Hou et al.2026.04	0.726	0.167	0.545	0.15	0.847
AWS-D2026.04	0.703	0.157	0.513	0.174	0.94
PQFT2026.04	0.699	0.139	0.562	0.137	0.749
OBDL2026.04	0.638	0.171	0.5	0.117	0.495
Seo et al.2026.04	0.635	0.142	0.499	0.07	0.334
MCSDM2026.04	0.591	0.11	0.5	0.047	0.247
MSM-SM2026.04	0.582	0.143	0.5	0.058	0.245
PIM-ZEN2026.04	0.552	0.095	0.498	0.062	0.28
PIM-MCS2026.04	0.551	0.094	0.499	0.053	0.242
MAM2026.04	0.551	0.108	0.5	0.041	0.214
PMES2026.04	0.545	0.093	0.502	0.055	0.237