Domain Adaptation on Office+Caltech (DeCAF6 features, all pairs average) benchmark leaderboard · SOTA2 Research

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

87.4Accuracy (A to C)ARTL

Evaluation Results

Method	Links
ARTL2018.07		87.4	88.5	85.4	92.3	100	88.2	92.7	100	87.3	92.4	87.8	86.6	90.7
MEDA2018.07		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
DDC2018.07		85	86.1	89	84.9	100	78	89.5	98.2	81.1	91.9	85.4	88.8	88.2
JGSA2018.07		84.9	81	88.5	90.7	100	85	92	99.7	86.2	91.4	86.8	93.6	90
DMM2018.07		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
DUCDA2018.07		84.8	—	—	—	—	80.2	—	—	82.5	92.8	91.6	91.7	—
DCORAL2018.07		84.7	—	—	—	—	79.3	—	—	82.8	92.4	91.1	91.4	—
TJM2018.07		84.3	71.9	76.4	87.6	100	83	90.3	99.3	83.8	88.8	81.4	84.7	86
DAN2018.07		84.1	91.8	91.7	92.1	100	81.2	90	98.5	80.3	92	90.6	89.3	90.1
JDA2018.07		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
CORAL2018.07		83.2	74.6	84.1	81.2	100	75.5	85.5	99.3	76.8	92	80	84.7	84.7
AlexNet2018.07		83	79.5	87.4	83.8	100	73	87.1	97.7	79	91.9	83.7	87.1	86.1
TCA2018.07		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
SVM2018.07		82.2	71.9	80.9	73.4	100	67.9	78.7	98.3	72.8	91.6	80.7	86	82
SA2015.10		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
PCA2018.07		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
GFK2018.07		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
SCA2015.10		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
SCA2018.07		78.8	75.9	85.4	86.1	100	74.8	90	98.6	78.1	89.5	85.4	87.9	85.9
TJM2015.10		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
GFK2015.10		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
TSC2015.10		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
USCA2015.10		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
KPCA2015.10		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
TCA2015.10		74.18	71.86	78.34	79.96	100	72.57	88.2	97.29	73.46	89.25	80	83.44	82.38
SSTCA2015.10		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
1NN2018.07		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
Raw2015.10		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