Video saliency prediction on DHF1K (test)

0.908AUC-JHD2SDSL

Evaluation Results

Method
HD2SDSL2020.10	0.908	0.406	0.702	0.503	2.812
ViNet2020.12	0.908	0.381	0.728	0.51	2.87
HD2SDA2020.10	0.902	0.381	0.709	0.491	2.709
UNISAL2020.03	0.901	0.384	0.692	0.488	2.739
UNISAL2020.03	0.901	0.39	0.691	0.49	2.776
UNISAL2020.10	0.901	0.39	0.691	0.49	2.776
HD2S2020.10	0.901	0.406	0.699	0.497	2.781
UNISAL2020.12	0.901	0.39	0.691	0.49	2.77
UNISAL2020.03	0.899	0.378	0.686	0.481	2.707
SalSAC2020.10	0.896	0.357	0.697	0.479	2.673
SALSAC2020.12	0.896	0.357	0.697	0.479	2.67
TASED-Net2019.08	0.895	0.361	0.712	0.47	2.667
TASED-Net2020.03	0.895	0.361	0.712	0.47	2.667
STRA-Net2020.03	0.895	0.355	0.663	0.458	2.558
SalEMA2020.03	0.895	0.283	0.739	0.414	2.285
STRA-Net2020.10	0.895	0.355	0.663	0.458	2.558
TASED-Net2020.10	0.895	0.361	0.712	0.47	2.667
STRA-Net2020.12	0.895	0.355	0.663	0.458	2.55
TASED-Net2020.12	0.895	0.361	0.712	0.47	2.66
Attentive CNN-LSTM2018.01	0.89	0.315	0.601	0.434	2.354
SalEMA2019.07	0.89	0.465	0.667	0.449	2.573
ACLnet2019.07	0.89	0.315	0.601	0.434	2.354
ACLNet2019.08	0.89	0.315	0.601	0.434	2.354
ACLNet2020.03	0.89	0.315	0.601	0.434	2.354
SalEMA2020.03	0.89	0.465	0.667	0.449	2.573
ACLNet2020.10	0.89	0.315	0.601	0.434	2.354
SalEMA2020.10	0.89	0.466	0.667	0.449	2.574
SALEMA2020.12	0.89	0.466	0.667	0.449	2.57
ACLNet2020.12	0.89	0.315	0.601	0.434	2.35
SalCLSTM2019.07	0.887	0.322	0.693	0.435	2.364
Attentive CNN-LSTM2018.01	0.885	0.311	0.553	0.415	2.259
DVA2020.03	0.883	0.297	0.623	0.397	2.237
UNISAL2020.03	0.883	0.288	0.715	0.41	2.259
UNISAL2020.03	0.881	0.313	0.69	0.422	2.352
Attentive CNN-LSTM2018.01	0.878	0.297	0.543	0.388	2.125
Deep-Net2020.03	0.874	0.288	0.61	0.374	1.983
Attentive CNN-LSTM (Attention module ablation)2018.01	0.87	0.273	0.577	0.38	2.077
UNISAL2020.03	0.869	0.286	0.664	0.375	2.056
Attentive CNN-LSTM2018.01	0.866	0.277	0.596	0.362	1.951
SalGAN2019.07	0.866	0.262	0.709	0.37	2.043
SalGAN2019.08	0.866	0.262	0.709	0.37	2.043
SalGAN2020.03	0.866	0.262	0.709	0.37	2.043
SalGAN2020.10	0.866	0.262	0.709	0.37	2.043
DVA2018.01	0.86	0.262	0.595	0.358	2.013
DVA2019.07	0.86	0.262	0.595	0.358	2.013
DVA2019.08	0.86	0.262	0.595	0.358	2.013
DVA2020.03	0.86	0.262	0.595	0.358	2.013
DVA2020.10	0.86	0.262	0.595	0.358	2.013
SALICON2018.01	0.857	0.232	0.59	0.327	1.901
SALICON2019.08	0.857	0.232	0.59	0.327	1.901
SALICON2020.03	0.857	0.232	0.59	0.327	1.901
SALICON2020.10	0.857	0.232	0.59	0.327	1.901
OM-CNN2018.01	0.856	0.256	0.583	0.344	1.911
OM-CNN2019.08	0.856	0.256	0.583	0.344	1.911
SalNet2020.03	0.856	0.256	0.583	0.344	1.911
OM-CNN2020.10	0.856	0.256	0.583	0.344	1.911
Deep-Net2018.01	0.855	0.201	0.592	0.331	1.775
Attentive CNN-LSTM (Attention module ablation)2018.01	0.855	0.25	0.541	0.318	1.703
Deep Net2019.08	0.855	0.201	0.592	0.331	1.775
Deep-Net2020.03	0.855	0.201	0.592	0.331	1.775
Deep Net2020.10	0.855	0.201	0.592	0.331	1.775
Attentive CNN-LSTM (Attention module ablation)2018.01	0.854	0.251	0.545	0.332	1.755
Attentive CNN-LSTM (Attention module ablation)2018.01	0.852	0.26	0.582	0.35	1.945
Two-stream2018.01	0.834	0.197	0.581	0.325	1.632
STSConvNet2019.08	0.834	0.197	0.581	0.325	1.632
OM-CNN2020.03	0.834	0.197	0.581	0.325	1.632
STSConvNet2020.10	0.834	0.197	0.581	0.325	1.632
Shallow-Net2018.01	0.833	0.182	0.529	0.295	1.509
Shallow-Net2020.03	0.833	0.182	0.529	0.295	1.509
GBVS2018.01	0.828	0.186	0.554	0.283	1.474
GBVS2019.08	0.828	0.186	0.554	0.283	1.474
GBVS2020.03	0.828	0.186	0.554	0.283	1.474
GBVS2020.10	0.828	0.186	0.554	0.283	1.474
Fang et al.2018.01	0.819	0.198	0.537	0.273	1.539
Fang et al.2020.03	0.819	0.198	0.537	0.273	1.539
ITTI2018.01	0.774	0.162	0.553	0.233	1.207
ITTI2020.03	0.774	0.162	0.553	0.233	1.207
Rudoy et al.2018.01	0.769	0.214	0.501	0.285	1.498
Rudoy et al.2020.03	0.769	0.214	0.501	0.285	1.498
Hou et al.2018.01	0.726	0.167	0.545	0.15	0.847
Hou et al.2020.03	0.726	0.167	0.545	0.15	0.847
AWS-D2018.01	0.703	0.157	0.513	0.174	0.94
AWS-D2020.03	0.703	0.157	0.513	0.174	0.94
PQFT2018.01	0.699	0.139	0.562	0.137	0.749
PQFT2020.03	0.699	0.139	0.562	0.137	0.749
OBDL2018.01	0.638	0.171	0.5	0.117	0.495
OBDL2020.03	0.638	0.171	0.5	0.117	0.495
Seo et al.2018.01	0.635	0.142	0.499	0.07	0.334
Seo et al.2020.03	0.635	0.142	0.499	0.07	0.334