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Video saliency prediction on UCF sports (test)

0.534SIM

SALSAC

Updated 3d ago

Evaluation Results

Method
SALSAC 2020.12	0.534	-	0.806	0.671	3.52	0.926
UNISAL 2020.03	0.523	0.918	0.775	0.644	3.381	-
UNISAL 2020.12	0.523	-	0.775	0.644	3.38	0.918
ViNet 2020.12	0.522	-	0.81	0.673	3.62	0.924
UNISAL 2020.03	0.514	0.917	0.786	0.642	3.26	-
UNISAL 2020.03	0.502	0.908	0.764	0.614	3.076	-
Attentive CNN-LSTM 2018.01	0.496	0.905	0.767	0.603	3.2	-
STRA-Net 2020.03	0.479	0.91	0.751	0.593	3.018	-
STRA-Net 2020.12	0.479	-	0.751	0.593	3.01	0.91
SalCLSTM 2019.07	0.477	0.914	0.782	0.611	3.063	-
TASED-Net 2019.08	0.469	0.899	0.752	0.582	2.92	-
TASED-Net 2020.03	0.469	0.899	0.752	0.582	2.92	-
TASED-Net 2020.12	0.469	-	0.752	0.582	2.92	0.899
UNISAL 2020.03	0.443	0.896	0.717	0.553	2.689	-
UNISAL 2020.03	0.44	0.892	0.735	0.566	2.768	-
SalEMA 2019.07	0.431	0.906	0.74	0.544	2.638	-
SalEMA 2020.03	0.431	0.906	0.74	0.544	2.638	-
SALEMA 2020.12	0.431	-	0.74	0.544	2.63	0.906
UNISAL 2020.03	0.428	0.892	0.776	0.561	2.74	-
Attentive CNN-LSTM 2018.01	0.406	0.897	0.744	0.51	2.567	-
ACLnet 2019.07	0.406	0.897	0.744	0.51	2.567	-
ACLNet 2019.08	0.406	0.897	0.744	0.51	2.567	-
ACLNet 2020.03	0.406	0.897	0.744	0.51	2.567	-
ACLNet 2020.12	0.406	-	0.744	0.51	2.56	0.897
Attentive CNN-LSTM 2018.01	0.403	0.894	0.742	0.517	2.559	-
DVA 2020.03	0.387	0.892	0.74	0.492	2.503	-
SalEMA 2020.03	0.381	0.899	0.769	0.521	2.503	-
Attentive CNN-LSTM (Attention module ablation) 2018.01	0.379	0.877	0.685	0.411	1.899	-
Deep-Net 2020.03	0.365	0.88	0.729	0.475	2.448	-
Attentive CNN-LSTM 2018.01	0.364	0.874	0.727	0.452	2.186	-
Attentive CNN-LSTM (Attention module ablation) 2018.01	0.354	0.884	0.743	0.5	2.339	-
DVA 2018.01	0.339	0.872	0.725	0.439	2.311	-
DVA 2019.07	0.339	0.872	0.725	0.439	2.311	-
DVA 2019.08	0.339	0.872	0.725	0.439	2.311	-
DVA 2020.03	0.339	0.872	0.725	0.439	2.311	-
Attentive CNN-LSTM (Attention module ablation) 2018.01	0.333	0.853	0.719	0.435	1.946	-
SalGAN 2020.03	0.332	0.876	0.762	0.47	2.238	-
Attentive CNN-LSTM (Attention module ablation) 2018.01	0.322	0.86	0.656	0.367	1.667	-
OM-CNN 2018.01	0.321	0.87	0.691	0.405	2.089	-
OM-CNN 2019.07	0.321	0.87	0.691	0.405	2.089	-
OM-CNN 2019.08	0.321	0.87	0.691	0.405	2.089	-
SalNet 2020.03	0.321	0.87	0.691	0.405	2.089	-
Seo et al. 2018.01	0.308	0.831	0.666	0.336	1.69	-
Seo et al. 2020.03	0.308	0.831	0.666	0.336	1.69	-
Fang et al. 2018.01	0.307	0.845	0.674	0.395	1.787	-
Fang et al. 2020.03	0.307	0.845	0.674	0.395	1.787	-
SALICON 2018.01	0.304	0.848	0.738	0.375	1.838	-
SALICON 2020.03	0.304	0.848	0.738	0.375	1.838	-
Deep-Net 2018.01	0.282	0.861	0.719	0.414	1.903	-
Deep Net 2019.08	0.282	0.861	0.719	0.414	1.903	-
Deep-Net 2020.03	0.282	0.861	0.719	0.414	1.903	-
Hou et al. 2018.01	0.276	0.819	0.674	0.292	1.399	-
Shallow-Net 2018.01	0.276	0.846	0.691	0.382	1.789	-
Hou et al. 2020.03	0.276	0.819	0.674	0.292	1.399	-
Shallow-Net 2020.03	0.276	0.846	0.691	0.382	1.789	-
GBVS 2018.01	0.274	0.859	0.697	0.396	1.818	-
GBVS 2019.08	0.274	0.859	0.697	0.396	1.818	-
GBVS 2020.03	0.274	0.859	0.697	0.396	1.818	-
Rudoy et al. 2018.01	0.271	0.763	0.637	0.344	1.619	-
Rudoy et al. 2020.03	0.271	0.763	0.637	0.344	1.619	-
Two-stream 2018.01	0.264	0.832	0.685	0.343	1.753	-
OM-CNN 2020.03	0.264	0.832	0.685	0.343	1.753	-
Two-stream 2020.03	0.264	0.832	0.685	0.343	1.753	-
ITTI 2018.01	0.251	0.847	0.725	0.356	1.64	-
ITTI 2020.03	0.251	0.847	0.725	0.356	1.64	-
PQFT 2018.01	0.25	0.825	0.722	0.338	1.78	-
PQFT 2020.03	0.25	0.825	0.722	0.338	1.78	-
AWS-D 2018.01	0.228	0.823	0.75	0.306	1.631	-
AWS-D 2020.03	0.228	0.823	0.75	0.306	1.631	-
OBDL 2018.01	0.193	0.759	0.634	0.234	1.382	-
OBDL 2020.03	0.193	0.759	0.634	0.234	1.382	-