SOTAVerified

Memorization

Papers

Showing 671680 of 1088 papers

TitleStatusHype
A Large-scale Study on Training Sample Memorization in Generative Modeling0
Algebraic Machine Learning0
A Lightweight Method to Disrupt Memorized Sequences in LLM0
ALTBI: Constructing Improved Outlier Detection Models via Optimization of Inlier-Memorization Effect0
A Mathematical Framework for Learning Probability Distributions0
A Memory Model for Question Answering from Streaming Data Supported by Rehearsal and Anticipation of Coreference Information0
A Multi-Perspective Analysis of Memorization in Large Language Models0
Analysis of the Memorization and Generalization Capabilities of AI Agents: Are Continual Learners Robust?0
Analyzing the Neural Tangent Kernel of Periodically Activated Coordinate Networks0
An Analysis for Reasoning Bias of Language Models with Small Initialization0
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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