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ResearchFormerly WizWand

Continual Learning on L4 sequence easy to hard (test)

79Average AccuracyGRID
5.05624.25343.4562.647Jul 19, 2025
Updated 4mo ago

Evaluation results

MethodLinks
GRIDBackbone=T5-large, Data Replay=false2025.0779
SHLPTBackbone=T5-large, Data Replay=false2025.0778.4
ProgPromptBackbone=T5-large, Data Replay=false2025.0775.05
Per-task PromptBackbone=T5-large, Data Replay=false2025.0774.8
LFPT5Backbone=T5-large, Data Replay=true2025.0768.2
Data ReplayBackbone=T5-large, Data Replay=true2025.0754.8
Prompt TuningBackbone=T5-large, Data Replay=false2025.079.3
FinetuneBackbone=T5-large, Data Replay=false2025.077.9