SOTAVerified

Memorization

Papers

Showing 581590 of 1088 papers

TitleStatusHype
Swallowing the Poison Pills: Insights from Vulnerability Disparity Among LLMs0
Synthetic Data Can Mislead Evaluations: Membership Inference as Machine Text Detection0
Synthetic Dataset Generation for Privacy-Preserving Machine Learning0
T2I-FactualBench: Benchmarking the Factuality of Text-to-Image Models with Knowledge-Intensive Concepts0
Taking a Big Step: Large Learning Rates in Denoising Score Matching Prevent Memorization0
Targeted Attack on GPT-Neo for the SATML Language Model Data Extraction Challenge0
Test-time regression: a unifying framework for designing sequence models with associative memory0
Text Encoders Lack Knowledge: Leveraging Generative LLMs for Domain-Specific Semantic Textual Similarity0
The Creative Frontier of Generative AI: Managing the Novelty-Usefulness Tradeoff0
The Curious Case of Benign Memorization0
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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