SOTAVerified

Memorization

Papers

Showing 10411050 of 1088 papers

TitleStatusHype
DNN or k-NN: That is the Generalize vs. Memorize Question0
Split and Rephrase: Better Evaluation and a Stronger BaselineCode0
ALIGNet: Partial-Shape Agnostic Alignment via Unsupervised LearningCode0
Co-teaching: Robust Training of Deep Neural Networks with Extremely Noisy LabelsCode1
MemGEN: Memory is All You Need0
Fast Parametric Learning with Activation Memorization0
Olive Oil is Made of Olives, Baby Oil is Made for Babies: Interpreting Noun Compounds using Paraphrases in a Neural ModelCode0
Algebraic Machine Learning0
Memorization Precedes Generation: Learning Unsupervised GANs with Memory NetworksCode1
Detecting Learning vs Memorization in Deep Neural Networks using Shared Structure Validation Sets0
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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