Image Classification on Office-Home 65->25 benchmark leaderboard · SOTA2 Research

Image Classification on Office-Home 65->25

81Ar->Cl AccuracyTarget-supervised

Evaluation Results

Method	Links
Target-supervised2020.12		81	91.5	85.8	80	91.5	85.8	80	81	85.8	80	81	91.5	84.6
SHOT++2020.12		65	85.8	93.4	78.8	77.4	87.3	79.3	66	89.6	81.3	68.1	86.8	79.9
SHOT2020.12		64.6	85.1	92.9	78.4	76.8	86.9	79	65.7	89	81.1	67.7	86.4	79.5
TSCDA2020.12		63.6	82.5	89.6	73.7	73.9	81.4	75.4	61.6	87.9	83.6	67.2	88.8	77.4
RTNetadv2020.12		63.2	80.1	80.7	66.7	69.3	77.2	71.6	53.9	84.6	77.4	57.9	85.5	72.3
BA3US2020.12		60.6	83.2	88.4	71.8	72.8	83.4	75.5	61.6	86.5	79.3	62.8	86.1	76
SHOT-IM++2020.12		59.6	84.5	89	73.7	74.2	79.3	77	60.7	91	81.8	69.4	89.3	77.5
ETN2020.12		59.2	77	79.5	62.9	65.7	75	68.3	55.4	84.4	75.7	57.7	84.5	70.5
SHOT-IM2020.12		59.1	83.9	88.5	72.7	73.5	78.4	75.9	59.9	90.3	81.3	68.6	88.7	76.7
SAFN2020.12		58.9	76.3	81.4	70.4	73	77.8	72.4	55.3	80.4	75.8	60.4	79.9	71.8
DRCN2020.12		54	76.4	83	62.1	64.5	71	70.8	49.8	80.5	77.5	59.1	79.9	69
IWAN2020.12		53.9	54.5	78.1	61.3	48	63.3	54.2	52	81.3	76.5	56.8	82.9	63.6
Source model only++2020.12		50.3	77.1	86.6	66.2	67.6	75.7	69.2	46.4	83.6	76.2	51.3	82.4	69.4
ResNet-502020.12		46.3	67.5	75.9	59.1	59.9	62.7	58.2	41.8	74.9	67.4	48.2	74.2	61.3
Source model only2020.12		44.9	70.5	81	55.4	60.2	66.2	61.5	40.3	76.5	70.6	47.8	77.2	62.7
SAN2020.12		44.4	68.7	74.6	67.5	65	77.8	59.8	44.7	80.1	72.2	50.2	78.7	65.3