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ResearchFormerly WizWand

Continual Learning on L1-L6 Overall Average (test)

79.2Average AccuracyGRID
5.46424.60743.7562.893Jul 19, 2025
Updated 4mo ago

Evaluation results

MethodLinks
GRIDBackbone=T5-large, Data Replay=false2025.0779.2
SHLPTBackbone=T5-large, Data Replay=false2025.0777.8
ProgPromptBackbone=T5-large, Data Replay=false2025.0776
Per-task PromptBackbone=T5-large, Data Replay=false2025.0775.2
LFPT5Backbone=T5-large, Data Replay=true2025.0769.3
Data ReplayBackbone=T5-large, Data Replay=true2025.0754.7
Prompt TuningBackbone=T5-large, Data Replay=false2025.079.1
FinetuneBackbone=T5-large, Data Replay=false2025.078.3