SOTAVerified

Memorization

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 226–250 of 1088 papers

TitleStatusHype
Sharpness-Aware Machine Unlearning—0
The SWE-Bench Illusion: When State-of-the-Art LLMs Remember Instead of Reason—0
Restoring Gaussian Blurred Face Images for Deanonymization Attacks—0
Diffusion models under low-noise regimeCode0
Private Memorization Editing: Turning Memorization into a Defense to Strengthen Data Privacy in Large Language ModelsCode0
SoK: Data Reconstruction Attacks Against Machine Learning Models: Definition, Metrics, and Benchmark—0
Simple Yet Effective: Extracting Private Data Across Clients in Federated Fine-Tuning of Large Language Models—0
Quantifying Cross-Modality Memorization in Vision-Language Models—0
Membership Inference Attacks on Sequence Models—0
Beyond Memorization: A Rigorous Evaluation Framework for Medical Knowledge EditingCode0
Trade-offs in Data Memorization via Strong Data Processing Inequalities—0
How much do language models memorize?—0
Bayesian Perspective on Memorization and Reconstruction—0
Kernel-Smoothed Scores for Denoising Diffusion: A Bias-Variance Study—0
Benchmarking Abstract and Reasoning Abilities Through A Theoretical PerspectiveCode0
OWL: Probing Cross-Lingual Recall of Memorized Texts via World LiteratureCode0
Navigating the Latent Space Dynamics of Neural Models—0
Memorization to Generalization: Emergence of Diffusion Models from Associative Memory—0
What is Adversarial Training for Diffusion Models?—0
Understanding Generalization in Diffusion Models via Probability Flow Distance—0
Grokking ExPLAIND: Unifying Model, Data, and Training Attribution to Study Model BehaviorCode0
Emergent LLM behaviors are observationally equivalent to data leakageCode0
Spurious Privacy Leakage in Neural Networks—0
Querying Kernel Methods Suffices for Reconstructing their Training DataCode0
Discovering Forbidden Topics in Language Models—0
Show:102550
← PrevPage 10 of 44Next →

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