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ResearchFormerly WizWand

Fine-grained class-level continual learning on MMLU-Pro, MATH, and TACO Average

59Average Accuracy (AA)MasFACT
39.936844.885949.83554.7841May 17, 2026
Updated 5mo ago

Evaluation results

MethodLinks
MasFACTReplay-based=false2026.0559-2.09
MasRouterReplay-based=true2026.0557.632.11
ARGDesignerReplay-based=true2026.0556.712.85
ARGDesignerReplay-based=false2026.0553.373.64
GDesignerReplay-based=true2026.0553.352.94
MasRouterReplay-based=false2026.0552.614.76
GDesignerReplay-based=false2026.0552.083.99
AgentDropoutReplay-based=true2026.0546.664.65
AFLOWReplay-based=true2026.0545.423.35
AgentDropoutReplay-based=false2026.0541.585.71
AFLOWReplay-based=false2026.0540.675.95