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Domain Adaptation on Office+Caltech (DeCAF6 features, all pairs average)

87.4Accuracy (A to C)

ARTL

Updated 4d ago

Evaluation Results

Method
ARTL 2018.07	87.4	88.5	85.4	92.3	100	88.2	92.7	100	87.3	92.4	87.8	86.6	90.7
MEDA 2018.07	87.4	88.1	88.1	99.4	99.4	93.2	93.2	97.6	87.5	93.4	95.6	91.1	92.8
DDC 2018.07	85	86.1	89	84.9	100	78	89.5	98.2	81.1	91.9	85.4	88.8	88.2
JGSA 2018.07	84.9	81	88.5	90.7	100	85	92	99.7	86.2	91.4	86.8	93.6	90
DMM 2018.07	84.8	84.7	92.4	86.5	98.7	81.7	90.7	99.3	83.3	92.4	87.5	90.4	89.4
DUCDA 2018.07	84.8	-	-	-	-	80.2	-	-	82.5	92.8	91.6	91.7	-
DCORAL 2018.07	84.7	-	-	-	-	79.3	-	-	82.8	92.4	91.1	91.4	-
TJM 2018.07	84.3	71.9	76.4	87.6	100	83	90.3	99.3	83.8	88.8	81.4	84.7	86
DAN 2018.07	84.1	91.8	91.7	92.1	100	81.2	90	98.5	80.3	92	90.6	89.3	90.1
JDA 2018.07	83.6	78.3	80.3	90.3	100	84.8	91.7	99.7	85.5	89.6	85.1	89.8	88.2
CORAL 2018.07	83.2	74.6	84.1	81.2	100	75.5	85.5	99.3	76.8	92	80	84.7	84.7
AlexNet 2018.07	83	79.5	87.4	83.8	100	73	87.1	97.7	79	91.9	83.7	87.1	86.1
TCA 2018.07	82.6	74.2	81.5	84.1	100	80.4	89.1	99.7	82.3	89.8	78.3	85.4	85.6
SVM 2018.07	82.2	71.9	80.9	73.4	100	67.9	78.7	98.3	72.8	91.6	80.7	86	82
SA 2015.10	80.05	68.81	78.34	77.77	100	74.89	82.67	99.32	75.69	89.46	75.93	83.44	82.2
PCA 2018.07	79.3	70.9	82.2	73.5	99.4	70.3	79.2	98	71.7	88.1	83.4	84.1	81.7
GFK 2018.07	79.2	70.9	82.2	76.8	100	69.8	76.3	99.3	71.4	88.2	77.6	86.6	81.5
SCA 2015.10	78.81	75.93	85.35	86.12	100	74.8	89.98	98.64	78.09	89.46	85.42	87.9	85.88
SCA 2018.07	78.8	75.9	85.4	86.1	100	74.8	90	98.6	78.1	89.5	85.4	87.9	85.9
TJM 2015.10	78.45	72.54	85.99	82.46	100	79.61	91.34	98.31	80.77	89.67	80.68	87.26	85.59
GFK 2015.10	76.85	68.47	79.62	75.26	100	74.8	85.8	98.64	74.09	88.41	80.68	84.56	82.44
TSC 2015.10	74.91	68.54	79.33	73.65	100	73.27	84.26	97.29	76.11	88.52	80.15	86.62	81.72
USCA 2015.10	74.62	73.22	79.43	79.52	100	72.81	88.71	98.31	74.98	88.52	76.27	86.62	82.75
KPCA 2015.10	74.53	67.8	80.89	69.42	100	65.72	80.06	98.31	75.16	88.73	77.29	86.62	80.38
TCA 2015.10	74.18	71.86	78.34	79.96	100	72.57	88.2	97.29	73.46	89.25	80	83.44	82.38
SSTCA 2015.10	72.25	70.73	80.13	75.65	100	69.3	87.3	97.56	74.45	88.9	81.22	84.56	81.84
1NN 2018.07	71.7	68.1	74.5	62.6	98.1	55.3	50	91.5	42.1	87.3	72.5	79.6	71.1
Raw 2015.10	70.35	57.29	64.97	62.53	98.73	60.37	62.73	89.15	52.09	85.7	66.1	74.52	70.38