SOTAVerified

Memorization

Papers

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Showing 311–320 of 1088 papers

TitleStatusHype
DynaCode: A Dynamic Complexity-Aware Code Benchmark for Evaluating Large Language Models in Code Generation—0
Trustworthy Machine Learning via Memorization and the Granular Long-Tail: A Survey on Interactions, Tradeoffs, and Beyond—0
Privacy Auditing of Large Language Models—0
Pre-Training Meta-Rule Selection Policy for Visual Generative Abductive LearningCode0
Mitigating Memorization in LLMs using Activation Steering—0
CMMCoT: Enhancing Complex Multi-Image Comprehension via Multi-Modal Chain-of-Thought and Memory Augmentation—0
Robust Data Watermarking in Language Models by Injecting Fictitious KnowledgeCode0
Dynamic-KGQA: A Scalable Framework for Generating Adaptive Question Answering Datasets—0
Memorize or Generalize? Evaluating LLM Code Generation with Evolved Questions—0
Privacy-Preserving Fair Synthetic Tabular Data—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