Banchmarks-Domain-Adaptation

Link to Download Datasets

• Office -31
• ImageClef
• Office-Home

Office -31 Dataset(ResNet Architecture)

Paper	Conference name	A → W	A → D	D → A	W → A	W→D	D→ W
CADA	CVPR 19	97.0	95.6	71.5	73.1	100.0	99.3
SAFN	ICCV19	90.3	92.1	73.4	71.2	100.0	98.7
MRKLD	ICCV19	89.4	88.7	72.6	70.9	100	98.9
DSBN	CVPR19	93.3	90.8	72.7	73.9	100.0	99.1
CAN	CVPR19	94.5	95.0	78.0	77.0	99.8	99.1
MDD	ICML19	94.5	93.5	74.6	72.2	100.0	98.4
JADA	ACM-MM 19	90.5	--	--	--	100.0	97.5
3CATN	ACM-MM 19	95.3	94.1	73.1	71.5	100	99.3
DSR	IJCAI19	93.1	92.4	73.5	73.9	99.8	98.7
CAT	ICCV 19	94.4	90.8	72.2	70.2	100.0	98.0
BSP	ICML19	93.3	93.0	73.6	72.6	100.0	98.2
SymNets	CVPR19	90.8	93.9	74.6	72.5	100.0	98.8
TADA	AAAI19	94.3	91.6	72.9	73.0	99.8	98.7
JDDA	AAAI19	82.6	79.8	57.4	66.7	99.7	95.2
DAAA	ECCV18	87.1	88.8	74.3	73.9	100	99.3
CDAN	NIPS18	94.1	92.9	71.0	69.3	100.0	98.6
iCAN	CVPR18	92.5	90.1	72.1	69.9	100.0	98.8
G2A	CVPR18	89.5	87.7	72.8	71.4	99.8	97.9
MADA	AAAI18	90.0	87.8	70.3	66.4	99.6	97.4

Office -31 Dataset(Alexnet Architecture)

Paper	Conference name	A → W	A → D	D → A	W → A	W→D	D→ W
CAT	ICCV19	80.7	76.4	63.7	62.2	100.0	97.6
GCAN	CVPR19	82.7	76.4	64.9	62.6	99.8	97.1
PFAN	CVPR19	83.0	76.3	63.3	60.8	99.9	99.0
CDAN	NIPS18	78.3	76.3	57.3	57.3	100.0	97.2

Office Home Dataset(ResNet Architecture)

will update soon :)

ImageClef Dataset(ResNet Architecture)

will update soon :)

ImageClef Dataset(Alexnet Architecture)

will update soon :)