ResearchBenchmarksCross-modal Retrieval on Continual Multimodal Retrieval Benchmark (test)Cross-modal Retrieval on Continual Multimodal Retrieval Benchmark (test)Follow48.4R@1DAR25.72831.61437.543.386May 29, 2026Evaluation resultsMethodMethodLinksR@1R@5MRRNegative MarginViolation RateAsymmetry GapNeighbour OverlapCKADARMode=Dynamic Adapter R...Mode=Dynamic Adapter Routing2026.0548.471.3500.03521.178660Mod-XMode=Continual LearningMode=Continual Learning2026.0537.759410.01652.195255FTMode=Fine-TuningMode=Fine-Tuning2026.0537.557.8400.01641.586056C-CLIPMode=Continual LearningMode=Continual Learning2026.0535.153.6390.01662.738052ZSMode=Zero-ShotMode=Zero-Shot2026.0526.643.2300744.89—42