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ResearchFormerly WizWand

Knowledge Updating on News Articles Memorization (train)

71AccuracyPASTA
-0.7617.8736.555.13Jun 27, 2026
Updated 4mo ago

Evaluation results

MethodLinks
PASTAIteration=5, Stage=After DPO2026.0671
PASTAIteration=2, Stage=After DPO2026.0668
PASTAIteration=1, Stage=After DPO2026.0667
PASTAIteration=4, Stage=After DPO2026.0667
PASTAIteration=7, Stage=After DPO2026.0667
PASTAIteration=3, Stage=After DPO2026.0665
PASTAIteration=4, Stage=After CPT2026.0665
PASTAIteration=6, Stage=After CPT2026.0665
PASTAIteration=6, Stage=After DPO2026.0663
PASTAIteration=5, Stage=After CPT2026.0662
PASTAIteration=3, Stage=After CPT2026.0656
PASTAIteration=7, Stage=After CPT2026.0655
PASTAIteration=2, Stage=After CPT2026.0652
PASTAIteration=4, Stage=After SFT2026.0649
PASTAIteration=6, Stage=After SFT2026.0647
PASTAIteration=2, Stage=After SFT2026.0643
PASTAIteration=3, Stage=After SFT2026.0643
PASTAIteration=1, Stage=After SFT2026.0638
PASTAIteration=5, Stage=After SFT2026.0634
PASTAIteration=7, Stage=After SFT2026.0633
Baseline (SFT only)Iteration=7, Stage=After SFT2026.0624
Baseline (SFT only)Iteration=5, Stage=After SFT2026.0622
Baseline (SFT only)Iteration=6, Stage=After SFT2026.0621
Baseline (SFT only)Iteration=3, Stage=After SFT2026.0616
Baseline (SFT only)Iteration=4, Stage=After SFT2026.0616
PASTAIteration=1, Stage=After CPT2026.0614
Baseline (SFT only)Iteration=2, Stage=After SFT2026.0612
Baseline (SFT only)Iteration=1, Stage=After SFT2026.066
PASTAIteration=1, Stage=Initial2026.062