ResearchBenchmarksContinual Learning on Large Number of Tasks (MOPD, AOPD)Follow15.17MOPDSLAO14.993616.184317.37518.5657Dec 28, 2025Evaluation ResultsMethodMethodLinksMOPDAOPDSLAOBackbone=Llama-2-7B-chatBackbone=Llama-2-7B-chat2025.1215.177.16O-LoRABackbone=Llama-2-7B-chatBackbone=Llama-2-7B-chat2025.1217.878.53SAPT-LoRABackbone=Llama-2-7B-chatBackbone=Llama-2-7B-chat2025.1218.949.65InfLoRABackbone=Llama-2-7B-chatBackbone=Llama-2-7B-chat2025.1219.5810.01