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ResearchFormerly WizWand

Continual Learning on L2 sequence 15 tasks (test)

80.7Average AccuracyGRID
5.8225.2644.764.14Jul 19, 2025
Updated 4mo ago

Evaluation results

MethodLinks
GRIDBackbone=T5-large, Data Replay=false2025.0780.7
ProgPromptBackbone=T5-large, Data Replay=false2025.0778.6
SHLPTBackbone=T5-large, Data Replay=false2025.0777.9
Per-task PromptBackbone=T5-large, Data Replay=false2025.0775.6
LFPT5Backbone=T5-large, Data Replay=true2025.0769.2
Data ReplayBackbone=T5-large, Data Replay=true2025.0754.3
Prompt TuningBackbone=T5-large, Data Replay=false2025.079.5
FinetuneBackbone=T5-large, Data Replay=false2025.078.7