SOTAVerified

Memorization

Papers

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Showing 781–790 of 1088 papers

TitleStatusHype
Memorization Without Overfitting: Analyzing the Training Dynamics of Large Language Models—0
Memorize and Rank: Elevating Large Language Models for Clinical Diagnosis Prediction—0
Memorized Images in Diffusion Models share a Subspace that can be Located and Deleted—0
Memorize or Generalize? Evaluating LLM Code Generation with Evolved Questions—0
Memory Planning for Deep Neural Networks—0
Memory Triggers: Unveiling Memorization in Text-To-Image Generative Models through Word-Level Duplication—0
MetaBalance: High-Performance Neural Networks for Class-Imbalanced Data—0
Mind the Privacy Unit! User-Level Differential Privacy for Language Model Fine-Tuning—0
Minimizing Memorization in Meta-learning: A Causal Perspective—0
Mitigating Approximate Memorization in Language Models via Dissimilarity Learned Policy—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1PaLM-540B (few-shot, k=5)Accuracy95.4—Unverified
2Gopher-280B (few-shot, k=5)Accuracy80—Unverified
3PaLM-62B (few-shot, k=5)Accuracy77.7—Unverified