Multi-Target Domain Adaptation on Office-Caltech benchmark leaderboard · SOTA2 Research

Multi-Target Domain Adaptation on Office-Caltech

96.1Acc (A -> C,D,W)MT-MTDA

Evaluation Results

Method	Links
MT-MTDA2020.07		96.1	98.1	96.3	96.4	96.7
SImpAl1012021.03		95.6	94.6	100	100	97.5
SImpAl502021.03		95.3	92.2	99.8	99.3	96.7
MT-MTDA Mixed2020.07		94.9	97.9	94.7	95.3	95.7
DAN2021.03		94.8	89.7	98.2	99.3	95.5
M³SDA2021.03		94.1	91.5	99.2	99.4	96.1
MT-MTDA2020.07		93.3	93.9	90.1	91.2	92.1
MEDA2021.03		92.9	91.4	99.2	99.3	95.7
MT-MTDA Mixed2020.07		92.8	93.4	89.2	90.8	91.6
DCTN2021.03		92.7	90.2	99	99.4	95.3
MCD2021.03		92.1	91.5	99.1	99.5	95.6
DADA2020.07		92	95.1	91.3	93.1	92.9
JAN2021.03		91.8	91.2	99.4	99.4	95.5
DAN2021.03		91.6	89.2	99.1	99.5	94.8
RevGrad2020.07		91.5	94.3	90.5	86.3	90.6
Source only2020.07		90.5	94.3	88.7	82.5	89
Source Only2021.03		88.7	85.4	98.2	99.1	92.9
DADA2020.07		86.3	91.7	89.9	91.3	89.8
Source Only2021.03		86.1	87.8	98.3	99	92.8
RevGrad2020.07		85.9	90.5	88.6	90.4	88.9
Source only2020.07		83.1	88.9	86.7	82.2	85.2