ResearchBenchmarksMultimodal Classification on SNLI-VEMultimodal Classification on SNLI-VEFollow89.2AccuracyOFA Base78.38481.1928486.808Jan 7, 2026Evaluation resultsMethodMethodLinksAccuracyRDCOFA BaseParams [M]=182Params [M]=1822026.0189.20MuEParams [M]=182Params [M]=1822026.0188.5-50ADEPTParams [M]=85, exit_tr...Params [M]=85, exit_tradeoff=low_reduction2026.0186.2-15PABEEParams [M]=548Params [M]=5482026.0185.2-15.3ADEPTParams [M]=85, exit_tr...Params [M]=85, exit_tradeoff=high_reduction2026.0183.3-48DeeBERTParams [M]=548Params [M]=5482026.0178.8-15