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Object Recognition on Office (standard)

95.7Accuracy (A to W)

CDAN+TransNorm

Updated 1mo ago

Evaluation Results

Method
CDAN+TransNorm 2020.02	95.7	94	73.4	98.7	74.2	100	89.3
rRevGrad+CAT 2020.02	94.4	90.8	72.2	98	70.2	100	87.6
CDAN+E 2020.02	94.1	92.9	71	98.6	69.3	100	87.7
CDAN+BSP 2020.02	93.3	93	73.6	98.2	72.6	100	88.5
SHOT-IM 2020.02	91.2	90.6	72.5	98.3	71.4	99.9	87.3
SAFN+ENT 2020.02	90.1	90.7	73	98.6	70.2	99.8	87.1
SHOT 2020.02	90.1	94	74.7	98.4	74.3	99.9	88.6
DANN 2020.02	82	79.7	68.2	96.9	67.4	99.1	82.2
DAN 2020.02	80.5	78.6	63.6	97.1	62.8	99.6	80.4
Source model only 2020.02	76.9	80.8	60.3	95.3	63.6	98.7	79.3
ResNet-50 2020.02	68.4	68.9	62.5	96.7	60.7	99.3	76.1
ReverseGrad 2015.11	67.3	-	-	94	-	93.7	-
D-CORAL 2016.07	66.4	66.8	52.8	95.7	51.5	99.2	72.1
D-CORAL 2016.12	66.4	66.8	52.8	95.7	51.5	99.2	72.1
DAN 2015.11	66	-	-	93.5	-	95.3	-
CORAL 2016.07	64.3	65.7	48.5	96.1	48.2	99.8	70.4
CORAL 2016.12	64.3	65.7	48.5	96.1	48.2	99.8	70.4
DAN 2016.07	63.8	65.8	52.8	94.6	51.9	98.8	71.3
DAN 2016.12	63.8	65.8	52.8	94.6	51.9	98.8	71.3
CORAL 2015.11	61.9	62.2	48.4	96.2	48.2	99.5	69.4
DDC 2016.07	61.8	64.4	52.1	95	52.2	98.5	70.6
DDC 2016.12	61.8	64.4	52.1	95	52.2	98.5	70.6
CNN 2016.07	61.6	63.8	51.1	95.4	49.8	99	70.1
CNN 2016.12	61.6	63.8	51.1	95.4	49.8	99	70.1
CORAL 2015.11	59.8	61.2	47.4	97.1	45.8	99.5	68.5
DDC 2015.11	59.4	-	-	92.5	-	91.7	-
GFK 2016.07	54.7	52.4	43.2	92.1	41.8	96.2	63.4
GFK 2016.12	54.7	52.4	43.2	92.1	41.8	96.2	63.4
DECAF 2015.11	53.9	-	-	89.2	-	-	-
CORAL 2015.11	53.1	57.1	51.1	94.6	47.3	98.2	66.9
NA 2015.11	53	58.5	43.8	94.8	43.7	99.1	65.5
GFK 2015.11	52.3	56.4	43.2	92.2	41.5	96.6	63.7
DECAF 2015.11	52.2	-	-	91.5	-	-	-
NA 2015.11	50.6	55.7	46.5	93.1	43	97.4	64.4
NA 2015.11	48.6	53.2	40.5	92.9	39	98.8	62.2
CORAL 2015.11	48.4	53.7	44.4	96.5	41.9	99.2	64
GFK 2015.11	48.2	52	41.8	86.5	38.6	87.5	59.1
NA 2015.11	48	54.5	38.9	91.2	40.7	98.9	62
SA 2016.07	47.4	50.6	39.5	89.1	37.6	93.8	59.7
SA 2016.12	47.4	50.6	39.5	89.1	37.6	93.8	59.7
SA 2015.11	47.2	50.5	39.6	89	37.3	93	59.4
GFK 2015.11	45.6	48.8	40.5	90.4	36.7	96.3	59.7
TCA 2016.07	45.5	46.8	36.4	81.1	39.5	92.2	56.9
TCA 2016.12	45.5	46.8	36.4	81.1	39.5	92.2	56.9
TCA 2015.11	45.2	47.3	36.4	80.9	39.2	92	56.8
SA 2015.11	42.5	46.2	39.3	78.9	36.3	80.6	54
SA 2015.11	41.1	40.5	33.8	85.4	33.4	88.2	53.7
TCA 2015.11	40.5	45.4	36.5	78.2	34.1	84	53.1
GFK 2015.11	37.8	44.8	34.8	81	31.4	86.9	49.1
TCA 2015.11	37.2	40.8	30.6	79.5	36.7	91.8	52.8
TCA 2015.11	36.8	40.6	32.9	82.3	28.9	84.1	50.9
SA 2015.11	35	41.3	32.3	74.5	30.1	81.5	49.1
DANN 2015.11	34.1	34	20.1	62	21.2	64.4	39.3
DLID 2015.11	26.1	-	-	68.9	-	84.9	-
DA-NBNN 2015.11	23.3	-	-	67.2	-	67.4	-