SOTAVerified

Memorization

Papers

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Showing 1–10 of 1088 papers

TitleStatusHype
What Should LLMs Forget? Quantifying Personal Data in LLMs for Right-to-Be-Forgotten Requests—0
Reasoning or Memorization? Unreliable Results of Reinforcement Learning Due to Data ContaminationCode1
Entropy-Memorization Law: Evaluating Memorization Difficulty of Data in LLMs—0
MMReason: An Open-Ended Multi-Modal Multi-Step Reasoning Benchmark for MLLMs Toward AGICode0
Listener-Rewarded Thinking in VLMs for Image Preferences—0
Where to find Grokking in LLM Pretraining? Monitor Memorization-to-Generalization without Test—0
Leaner Training, Lower Leakage: Revisiting Memorization in LLM Fine-Tuning with LoRA—0
Counterfactual Influence as a Distributional Quantity—0
Uncovering Conceptual Blindspots in Generative Image Models Using Sparse Autoencoders—0
A Random Matrix Analysis of In-context Memorization for Nonlinear Attention—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