Object Recognition on Office 59 (test) benchmark leaderboard · SOTA2 Research

Object Recognition on Office 59 (test)

97.2Acc (A->D)TransDA*

Evaluation Results

Method	Links
TransDA*2021.04		97.2	95	73.7	99.3	79.3	99.6	90.7
RADACDAN2021.04		96.1	96.2	77.5	99.3	77.4	100	91.1
SRDC2021.04		95.8	95.7	76.7	99.2	77.1	100	90.8
DINE (full)2021.04		95.5	94.8	81.2	98.5	82	99.7	91.9
SCDAMDD2021.04		95.4	95.3	77.2	99	75.9	100	90.5
SHOT++2021.04		94.5	90.9	76.3	98.6	75.8	99.9	89.3
A2Net2021.04		94.5	94	76.7	99.2	76.1	100	90.1
DINE2021.04		94.2	94.6	80.7	98.8	81.5	99.5	91.6
SHOT2021.04		93.9	90.1	75.3	98.7	75	99.9	88.8
DINE (full)2021.04		91.7	87.5	72.9	96.3	73.7	98.5	86.7
NLL-KL2021.04		91.7	91.8	76.3	97.2	78.4	99	89.1
DINE2021.04		91.6	86.8	72.2	96.2	73.3	98.6	86.4
SD-SHOT2021.04		91.6	92.8	77.8	98.7	78.5	99.7	89.8
NLL-OT2021.04		91.3	91.4	76.4	97.2	78.2	99.4	89
NLL-KL2021.04		89.4	86.8	65.1	94.8	67.1	98.7	83.6
SD-SHOT2021.04		89.2	83.7	67.9	95.3	71.1	97.1	84.1
NLL-OT2021.04		88.8	85.5	64.6	95.1	66.7	98.7	83.2
HD-SHOT2021.04		88.8	90.9	75.3	97.7	77.7	99.5	88.3
No Adapt.2021.04		88.2	89.2	74.5	97.2	77.2	99.3	87.6
HD-SHOT2021.04		86.5	83.1	66.1	95.1	68.9	98.1	83
No Adapt.2021.04		79.9	76.6	56.4	92.8	60.9	98.5	77.5