ResearchBenchmarksMultimodal Classification on CrisisMMD informative target domainFollow88.6Accuracy (Dfl, Dwf, Dhu -> Deq)CMRF83.60884.90486.287.496Dec 8, 2025Evaluation ResultsMethodMethodLinksAccuracy (Dfl, Dwf, Dhu -> Deq)Accuracy (Dfl, Dwf, Deq -> Dhu)Accuracy (Dfl, Deq, Dhu -> Dwf)Accuracy (Deq, Dwf, Dhu -> Dfl)Average AccuracyCMRF2025.1288.685.987.894.389.1CLMC2025.1288.284.278.19486.1SimMMDG2025.1287.680.782.696.986.9CAMO2025.1286.789.889.794.990.3VGG+BERT2025.1284.682.179.391.584.4SCBD2025.1283.876.68184.981.6