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ResearchFormerly WizWand

Continual Learning on L3 sequence 15 tasks (test)

81.1Average AccuracyGRID
4.86824.65944.4564.241Jul 19, 2025
Updated 4mo ago

Evaluation results

MethodLinks
GRIDBackbone=T5-large, Data Replay=false2025.0781.1
SHLPTBackbone=T5-large, Data Replay=false2025.0778.8
Per-task PromptBackbone=T5-large, Data Replay=false2025.0776.2
ProgPromptBackbone=T5-large, Data Replay=false2025.0774.3
LFPT5Backbone=T5-large, Data Replay=true2025.0769.4
Data ReplayBackbone=T5-large, Data Replay=true2025.0753.5
Prompt TuningBackbone=T5-large, Data Replay=false2025.078.1
FinetuneBackbone=T5-large, Data Replay=false2025.077.8