SOTAVerified

Memorization

Papers

Showing 231240 of 1088 papers

TitleStatusHype
SoK: Data Reconstruction Attacks Against Machine Learning Models: Definition, Metrics, and Benchmark0
Simple Yet Effective: Extracting Private Data Across Clients in Federated Fine-Tuning of Large Language Models0
Quantifying Cross-Modality Memorization in Vision-Language Models0
Membership Inference Attacks on Sequence Models0
Beyond Memorization: A Rigorous Evaluation Framework for Medical Knowledge EditingCode0
Trade-offs in Data Memorization via Strong Data Processing Inequalities0
How much do language models memorize?0
Bayesian Perspective on Memorization and Reconstruction0
Benchmarking Abstract and Reasoning Abilities Through A Theoretical PerspectiveCode0
Navigating the Latent Space Dynamics of Neural Models0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1PaLM-540B (few-shot, k=5)Accuracy95.4Unverified
2Gopher-280B (few-shot, k=5)Accuracy80Unverified
3PaLM-62B (few-shot, k=5)Accuracy77.7Unverified