SOTAVerified

Memorization

Papers

Showing 7180 of 1088 papers

TitleStatusHype
DAT: Training Deep Networks Robust To Label-Noise by Matching the Feature DistributionsCode1
DEPN: Detecting and Editing Privacy Neurons in Pretrained Language ModelsCode1
Do SSL Models Have Déjà Vu? A Case of Unintended Memorization in Self-supervised LearningCode1
Artificial Neural Variability for Deep Learning: On Overfitting, Noise Memorization, and Catastrophic ForgettingCode1
Co-teaching: Robust Training of Deep Neural Networks with Extremely Noisy LabelsCode1
Cousins Of The Vendi Score: A Family Of Similarity-Based Diversity Metrics For Science And Machine LearningCode1
Arithmetic Without Algorithms: Language Models Solve Math With a Bag of HeuristicsCode1
Contrast to Divide: Self-Supervised Pre-Training for Learning with Noisy LabelsCode1
Data Contamination Quiz: A Tool to Detect and Estimate Contamination in Large Language ModelsCode1
Copyright Traps for Large Language ModelsCode1
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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