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Multiple-choice Question Answering on MMLU-ProX (T1)

23.5AccuracyEWC
22.9823.11523.2523.385Apr 22, 2026

Evaluation results

MethodLinks
EWCBackbone=LLaMA-3.1-Instruct-8B, Number of random seeds=32026.0423.5
Full RetrainingBackbone=LLaMA-3.1-Instruct-8B, Number of random seeds=32026.0423.4
Naive Fine-tuningBackbone=LLaMA-3.1-Instruct-8B, Number of random seeds=32026.0423.3
COMPASS-ECDABackbone=LLaMA-3.1-Instruct-8B, Number of random seeds=32026.0423.2
Random RehearsalBackbone=LLaMA-3.1-Instruct-8B, Number of random seeds=32026.0423