ResearchBenchmarksVideo Classification on VGGVideoVideo Classification on VGGVideoFollow91.02AccuracyCALM69.897675.381380.86586.3487Feb 6, 2026Evaluation resultsMethodMethodLinksAccuracyCALMBackbone=Qwen2.5-Omni,...Backbone=Qwen2.5-Omni, Pseudo-Labeling=false2026.0291.02SAVsBackbone=Qwen2.5-Omni,...Backbone=Qwen2.5-Omni, Pseudo-Labeling=false2026.0289.49Zero-shotBackbone=Qwen2.5-OmniBackbone=Qwen2.5-Omni2026.0270.71