ResearchBenchmarksSource-Free Domain Adaptation on Office-31Source-Free Domain Adaptation on Office-31Follow90.7AccuracyProCal88.51689.08389.6590.217Mar 19, 2026Evaluation resultsMethodMethodLinksAccuracyProCalSupervision=soft, Neig...Supervision=soft, Neighborhood=true, Calibration=true2026.0390.7AaDSupervision=soft, Neig...Supervision=soft, Neighborhood=true, Calibration=false2026.0389.9SHOTSupervision=hard, Neig...Supervision=hard, Neighborhood=false, Calibration=false2026.0388.6