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Unsupervised Domain Adaptation on Caltech-Office (All Domain Shifts)

95.2Accuracy (A → C)

MEDA-IR

Updated 4d ago

Evaluation Results

Method	Links
MEDA-IR 2019.04		95.2	96.8	98	96.2	96.2	95.9	95.5	93.8	98.6	96.2	94.5	99.4	96.4
MDAIR 2019.04		94.2	100	98.6	96.1	96.2	94.9	95.8	94.2	98.6	96.3	94.9	100	96.7
DCORAL 2019.04		91.9	90.5	100	89.8	91	97.3	80.1	88.6	92.3	81.5	83.7	90.1	89.7
MEDA 2019.04		89	88.5	90.8	93	89.8	91.2	93.2	88.6	98.6	92.2	89	99.4	91.9
ARTL 2019.04		87.4	85.4	88.5	92.4	86.6	87.8	92.7	87.3	100	92.3	88.2	100	90.7
DDC 2019.04		85	89	86.1	91.9	88.8	85.4	87.1	79	97.7	83.8	78	100	86.1
JGSA 2019.04		84.9	88.5	81	91.4	93.6	86.8	92	86.2	99.7	90.7	85	100	90
DAN 2019.04		84.1	91.7	91.8	92	89.3	90.6	90	80.3	98.5	92.1	81.2	100	90.1
SVM 2019.04		83.3	83.4	72.5	91	85.4	78	78.2	65	96.6	72.1	62.9	99.4	80.7
AlexNet 2019.04		83	87.4	79.5	91.9	87.1	83.7	87.1	79	97.7	83.8	73	100	86.1
ITCA 2019.04		82.9	79	70.8	81	79.6	65.8	82.5	77.9	90.5	85.5	78.2	92.4	80.5
TJM 2019.04		82.8	86	78.3	86.7	86	84.7	89.6	83.8	99.3	86	82	100	87.1
TCA 2019.04		82.2	72.6	68.1	77	84.7	80.7	86.4	82.2	84.7	86.4	79.3	88.5	81.1
JDA 2019.04		81.6	81.5	80.7	88.4	85.4	84.4	91.5	86	99.3	89.8	82.2	100	87.6
BDA 2019.04		79.6	84.7	73.2	89.5	81.5	78.6	88.5	79.7	98.6	83.3	78.1	100	84.6
RHGD 2024.02		78.7	80.25	69.83	88.21	80.25	68.47	82.74	75.69	97.97	83.49	73.62	98.73	-
GFK 2019.04		77.4	79	66.8	88.8	86	77.3	84.7	75.5	99	76.5	72	100	81.9
OT-SKH 2024.02		76.83	75.8	69.83	84.35	78.34	68.14	80.92	71.57	93.9	74.17	67.02	87.26	-
SSTCA 2019.04		76.5	83.4	72.5	79.6	80.9	70.5	85.2	78.7	87.8	79.5	69.9	90.4	79.6
OT-EMD 2024.02		66.67	47.77	45.76	67.52	36.31	42.71	62.17	59.71	85.08	55.41	51.16	96.82	-