ResearchBenchmarksImage Classification on Overall Robustness Suite Zero-shotImage Classification on Overall Robustness Suite Zero-shotFollow45.21Average ScoreUCAT19.688426.314232.9439.5658Dec 15, 2025Evaluation resultsMethodMethodLinksAverage ScoreH MetricUCATAttack Type=Clean, Eva...Attack Type=Clean, Evaluation Protocol=Zero-shot2025.1245.21—UCATAttack Type=PGD, Evalu...Attack Type=PGD, Evaluation Protocol=Zero-shot2025.1222.4530.01UCATAttack Type=CW, Evalua...Attack Type=CW, Evaluation Protocol=Zero-shot2025.1221.529.14UCATAttack Type=AutoAttack...Attack Type=AutoAttack, Evaluation Protocol=Zero-shot2025.1220.6728.37