SOTAVerified

Memorization

Papers

Showing 641650 of 1088 papers

TitleStatusHype
White-box Membership Attack Against Machine Learning Based Retinopathy Classification0
Why are state-space models more expressive than n-gram models?0
Towards Understanding Clean Generalization and Robust Overfitting in Adversarial Training0
Why Diffusion Models Don't Memorize: The Role of Implicit Dynamical Regularization in Training0
Why Does ChatGPT Fall Short in Providing Truthful Answers?0
Why Train More? Effective and Efficient Membership Inference via Memorization0
Wide and Deep Learning for Peer-to-Peer Lending0
WILT: A Multi-Turn, Memorization-Robust Inductive Logic Benchmark for LLMs0
WinoWhat: A Parallel Corpus of Paraphrased WinoGrande Sentences with Common Sense Categorization0
Winter Soldier: Backdooring Language Models at Pre-Training with Indirect Data Poisoning0
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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