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ResearchFormerly WizWand

Task Adaptation on Evolving World-Complete (Unseen)

85.4FWTMulti-task

Evaluation results

Method	Links
Multi-task2024.10		85.4	5.6	90.4	78.3	85.9
IsCiL2024.10		64.3	-0.5	63.9	45.8	45.3
L2M2024.10		55.1	-1.4	53.6	40.3	41.2
TAIL-g2024.10		53.2	-27.1	29.2	18.6	19.1
Seq-FT2024.10		52.9	-26.7	30.1	16.3	24
Seq-LoRA2024.10		45.2	-35.8	14.5	6.4	8.2
L2M-g2024.10		43.3	-8.2	35.7	25.7	24.2
EWC2024.10		16.5	-8.1	9.6	6.1	8.3