SOTAVerified

Memorization

Papers

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Showing 251–260 of 1088 papers

TitleStatusHype
Why Diffusion Models Don't Memorize: The Role of Implicit Dynamical Regularization in Training—0
Bigger Isn't Always Memorizing: Early Stopping Overparameterized Diffusion Models—0
Understanding Fact Recall in Language Models: Why Two-Stage Training Encourages Memorization but Mixed Training Teaches Knowledge—0
Memorization or Reasoning? Exploring the Idiom Understanding of LLMs—0
Sudoku-Bench: Evaluating creative reasoning with Sudoku variantsCode0
Protoknowledge Shapes Behaviour of LLMs in Downstream Tasks: Memorization and Generalization with Knowledge Graphs—0
Shared Path: Unraveling Memorization in Multilingual LLMs through Language Similarities—0
SifterNet: A Generalized and Model-Agnostic Trigger Purification Approach—0
Fragments to Facts: Partial-Information Fragment Inference from LLMsCode0
Through a Compressed Lens: Investigating the Impact of Quantization on LLM Explainability and Interpretability—0
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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