Unsupervised Domain Adaptation Classification on ImageCLEF 2014 (test) benchmark leaderboard · SOTA2 Research

Unsupervised Domain Adaptation Classification on ImageCLEF 2014 (test)

80.7Acc (I->P)CKB-MMD

Evaluation Results

Method	Links
CKB-MMD2022.04		80.7	92.2	96.5	92.2	79.9	96.7	89.7
DALN2022.04		80.5	93.8	97.5	92.8	78.3	95	89.7
MCC+NWD2022.04		79.8	94.5	98	94.2	80	97.5	90.7
MDD+NWD2022.04		78.9	91.7	97.5	91.7	78.9	95.4	89
DADA2022.04		78.7	92.3	97.2	91.6	78.5	95.3	88.9
SCDA2022.04		78.7	91.8	96.7	92.8	78.5	95.2	89
TSA2022.04		78.6	92.8	97	92.8	79	95.2	89.2
CDAN+NWD2022.04		78.6	92.5	97.2	91.7	79.3	94.6	89
MCC2022.04		78.3	94.5	97.3	92.3	77.3	96.3	89.3
GVB-GD2022.04		78.2	92.7	96.5	91.5	78.2	95	88.7
SWD2022.04		78.1	89.6	95.2	89.3	73.4	92.8	86.4
DANN+NWD2022.04		78	89.2	97.3	93.3	78.5	92	88.1
CDAN2022.04		77.7	90.7	97.7	91.3	74.2	94.3	87.7
MCD2022.04		77.3	89.2	92.7	88.2	71	92.3	85.1
MDD2022.04		77.3	90.2	96.8	89.5	77.6	94.2	87.6
BNM2022.04		77.2	91.2	96.2	91.7	75.7	96.7	88.1
WDGRL2022.04		76.8	87	91.7	87.2	75.2	90.3	84.7
DANN2022.04		75	86	96.2	87	74.3	91.5	85
ResNet-502022.04		74.8	83.9	91.5	78	65.5	91.2	80.7