Open-Set Domain Adaptation on Office-31 (full) benchmark leaderboard · SOTA2 Research

Open-Set Domain Adaptation on Office-31 (full)

92.4A->D AccuracyOSHT-SC

Evaluation Results

Method	Links
OSHT-SC2022.10		92.4	91.3	95.2	90.8	96	89.6	92.5
DCC+SPA2022.10		91.7	92.3	96	90	97.4	91.5	93.2
OVANet2024.03		90.5	88.3	98.2	98.4	86.7	88.3	91.7
UMAD + LEAD2024.03		90.4	89.6	95.4	97.3	90.3	90.7	92.3
OVANet+SPA2022.10		89.7	90.2	96.9	82.6	99.8	86.8	91
UMAD2024.03		88.5	84.4	95	95.9	86.8	88.2	89.8
GATE2024.03		88.4	86.5	95	96.7	84.2	86.1	89.5
DCC2022.10		87.1	85.5	91.2	85.5	87.1	84.4	86.8
OVANet2022.10		84.9	89.5	93.7	89.7	85.8	88.5	88.7
DANCE2024.03		84.9	78.8	78.8	78.8	79.1	68.3	79.8
LEAD2024.03		84.9	85.1	94.8	96.5	90.2	90.3	90.3
GLC + LEAD2024.03		84.7	82.7	94.9	96.3	91	90.8	90.1
GLC2024.03		82.6	74.6	96	96.1	92.6	91.8	89
ROS2022.10		82.1	82.4	96	77.9	99.7	77.2	85.9
Inheritune2022.10		81.4	78	92.2	83.1	99.7	91.3	87.6
SHOT-O2024.03		80.2	71.6	93.1	91.8	64.3	64	77.5
Source-only2024.03		78.2	72.1	82.2	88.8	44.2	52.1	69.6
DANCE2022.10		74.7	82	82.1	68	82.5	52.2	73.6
CMU2022.10		70.5	71.6	81.2	80.2	70.8	70.8	74.2
DCC2024.03		58.3	54.8	89.4	80.9	67.2	85.3	72.7
CMU2024.03		52.6	55.7	75.9	64.7	76.5	65.8	65.2