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Unsupervised Domain Adaptation Classification on ImageCLEF 2014 (test)

80.7Acc (I->P)

CKB-MMD

Updated 1mo ago

Evaluation Results

Method	Links
CKB-MMD 2022.04		80.7	92.2	96.5	92.2	79.9	96.7	89.7
DALN 2022.04		80.5	93.8	97.5	92.8	78.3	95	89.7
MCC+NWD 2022.04		79.8	94.5	98	94.2	80	97.5	90.7
MDD+NWD 2022.04		78.9	91.7	97.5	91.7	78.9	95.4	89
DADA 2022.04		78.7	92.3	97.2	91.6	78.5	95.3	88.9
SCDA 2022.04		78.7	91.8	96.7	92.8	78.5	95.2	89
TSA 2022.04		78.6	92.8	97	92.8	79	95.2	89.2
CDAN+NWD 2022.04		78.6	92.5	97.2	91.7	79.3	94.6	89
MCC 2022.04		78.3	94.5	97.3	92.3	77.3	96.3	89.3
GVB-GD 2022.04		78.2	92.7	96.5	91.5	78.2	95	88.7
SWD 2022.04		78.1	89.6	95.2	89.3	73.4	92.8	86.4
DANN+NWD 2022.04		78	89.2	97.3	93.3	78.5	92	88.1
CDAN 2022.04		77.7	90.7	97.7	91.3	74.2	94.3	87.7
MCD 2022.04		77.3	89.2	92.7	88.2	71	92.3	85.1
MDD 2022.04		77.3	90.2	96.8	89.5	77.6	94.2	87.6
BNM 2022.04		77.2	91.2	96.2	91.7	75.7	96.7	88.1
WDGRL 2022.04		76.8	87	91.7	87.2	75.2	90.3	84.7
DANN 2022.04		75	86	96.2	87	74.3	91.5	85
ResNet-50 2022.04		74.8	83.9	91.5	78	65.5	91.2	80.7