SOTAVerified

Memorization

Papers

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Showing 871–880 of 1088 papers

TitleStatusHype
Generating Novel Scene Compositions from Single Images and VideosCode1
Co-matching: Combating Noisy Labels by Augmentation Anchoring—0
On the Robustness of Monte Carlo Dropout Trained with Noisy Labels—0
Privacy Regularization: Joint Privacy-Utility Optimization in Language Models—0
On the privacy-utility trade-off in differentially private hierarchical text classificationCode0
Parsimonious Inference—0
Membership Inference Attacks are Easier on Difficult ProblemsCode0
Driving Style Representation in Convolutional Recurrent Neural Network Model of Driver IdentificationCode1
Robust Generalization and Safe Query-Specialization in Counterfactual Learning to RankCode0
Memorization vs. Generalization: Quantifying Data Leakage in NLP Performance EvaluationCode0
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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