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Saliency Prediction on MIT300 (test)

0.82CC

DPNSal

Updated 4d ago

Evaluation Results

Method
DPNSal 2019.02	0.82	0.74	-	2.41	0.87	0.69	0.91	2.05	0.8
TranSalNet_Dense 2021.10	0.807	0.7467	0.8734	2.4134	-	0.6895	1.0141	-	-
DSCLRCN 2019.04	0.8	0.72	0.87	2.35	-	-	-	-	-
DSCLRCN 2019.02	0.8	0.72	-	2.35	0.87	0.68	0.95	2.17	0.79
TranSalNet_Res 2021.10	0.7991	0.7471	0.873	2.3758	-	0.6852	0.9019	-	-
DINet 2019.04	0.79	0.71	0.86	2.33	-	-	-	-	-
DINet 2020.03	0.79	0.71	-	2.33	0.86	-	-	-	-
DenseSal 2019.02	0.79	0.72	-	2.25	0.87	0.67	0.48	1.99	0.81
EML-NET 2019.02	0.79	0.7	-	2.47	0.88	0.68	0.84	1.84	0.77
MSI-Net 2019.02	0.79	0.72	-	2.27	0.87	0.68	0.66	1.99	0.82
HATES 2021.10	0.7897	0.7549	0.8744	2.3762	-	0.5313	0.7146	-	-
EML-NET 2021.10	0.7893	0.7469	0.8762	2.4876	-	0.6756	0.8439	-	-
UNISAL 2020.03	0.784	0.743	-	2.322	0.872	0.674	-	-	-
SAM 2019.04	0.78	0.7	0.87	2.34	-	-	-	-	-
DeepFix 2019.04	0.78	0.71	0.87	2.26	-	-	-	-	-
SAM-ResNet 2020.03	0.78	0.7	-	2.34	0.87	0.68	-	-	-
DeepFix 2019.02	0.78	0.71	-	2.26	0.87	0.67	0.63	2.04	0.8
SAM-ResNet 2019.02	0.78	0.7	-	2.34	0.87	0.68	1.27	2.15	0.78
SAM 2019.04	0.77	0.71	0.87	2.3	-	-	-	-	-
SAM-VGG 2019.02	0.77	0.71	-	2.3	0.87	0.67	1.13	2.14	0.78
GazeGAN 2021.10	0.7579	0.7316	0.8607	2.2118	-	0.6491	1.339	-	-
SALICON 2019.04	0.74	0.74	0.87	2.12	-	-	-	-	-
SALICON 2020.03	0.74	0.74	-	2.12	0.87	0.6	-	-	-
SALICON 2019.02	0.74	0.74	-	2.12	0.87	0.6	0.54	2.62	0.85
SalGAN 2019.04	0.73	0.72	0.86	2.04	-	-	-	-	-
SalGAN 2020.03	0.73	0.72	-	2.04	0.86	0.63	-	-	-
CASNet II 2021.10	0.7054	0.7398	0.8552	1.9859	-	0.5806	0.5857	-	-
PDP 2019.04	0.7	0.73	0.85	2.05	-	-	-	-	-
Deep-Net 2020.03	0.69	-	-	-	0.83	0.52	-	-	-
SAM-ResNet 2021.10	0.6897	0.7396	0.8526	2.0628	-	0.6122	1.171	-	-
DVA 2019.04	0.68	0.71	0.85	1.98	-	-	-	-	-
DVA 2020.03	0.68	0.71	-	1.98	0.85	0.58	-	-	-
SalGAN 2021.10	0.674	0.7354	0.8498	1.862	-	0.5932	0.7574	-	-
ML-Net 2019.04	0.67	0.7	0.85	2.05	-	-	-	-	-
ML-Net 2019.02	0.67	0.7	-	2.05	0.85	0.59	1.1	2.63	0.75
ML-Net 2021.10	0.6633	0.7399	0.8386	1.9748	-	0.5819	0.8006	-	-
DVA 2021.10	0.6631	0.7257	0.843	1.9305	-	0.5848	0.6293	-	-
SAM-VGG 2021.10	0.663	0.7305	0.8473	1.9552	-	0.5986	1.2746	-	-
SalNet 2019.04	0.58	0.69	0.83	1.51	-	-	-	-	-
BMS 2019.04	0.55	0.65	0.83	1.41	-	-	-	-	-
Shallow-Net 2020.03	0.53	0.64	-	-	0.8	0.46	-	-	-
DeepGazeII 2019.04	0.52	0.72	0.88	1.29	-	-	-	-	-
DeepGaze II 2019.02	0.52	0.72	-	1.29	0.88	0.46	0.96	3.98	0.86
GBVS 2019.04	0.48	0.63	0.81	1.24	-	-	-	-	-
Mr-CNN 2019.04	0.48	0.69	0.79	1.37	-	-	-	-	-
GBVS 2020.03	0.48	0.63	-	1.24	0.81	0.48	-	-	-
DeepGaze I 2019.02	0.48	0.66	-	1.22	0.84	0.39	1.23	4.97	0.83
GBVS 2019.02	0.48	0.63	-	1.24	0.81	0.48	0.87	3.51	0.8
Judd 2019.02	0.47	0.6	-	1.18	0.81	0.42	1.12	4.45	0.8
eDN 2021.10	0.4518	0.618	0.8171	1.1399	-	0.4112	1.1369	-	-
eDN 2019.04	0.45	0.62	0.82	1.14	-	-	-	-	-
eDN 2019.02	0.45	0.62	-	1.14	0.82	0.41	1.14	4.56	0.81
ITTI 2019.04	0.37	0.63	0.75	0.97	-	-	-	-	-
ITTI 2020.03	0.37	0.63	-	0.97	0.75	0.44	-	-	-
Itti 2019.02	0.37	0.63	-	0.97	0.75	0.44	1.03	4.26	0.74
SUN 2019.02	0.25	0.61	-	0.68	0.67	0.38	1.27	5.1	0.66