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Continual Learning on Standard CL Benchmark (BWT/FWT)

0BWTL2P
-64.48-47.74-31-14.26Jun 18, 2024Oct 7, 2024Jan 26, 2025May 18, 2025Sep 6, 2025Dec 26, 2025Apr 17, 2026

Evaluation results

MethodLinks
L2P2024.060-4.34
CODA-Prompt2024.060-1.8
ProgPrompt2024.060-3.57
SHLPT2024.0601.36
ELLA2026.04-0.5-0.015
JUMPLORA + ELLA2026.04-1.9-0.008
JUMPLORA + IncLoRA2026.04-13.9-0.096
ER2024.06-15.82-1.21
Online EWC2024.06-21.56-2.17
IncLoRA2026.04-22.9-0.171
Finetune2024.06-62-0.69