SOTAVerified

Memorization

Papers

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Showing 551–560 of 1088 papers

TitleStatusHype
The Positivity of the Neural Tangent Kernel—0
The Reasoning-Memorization Interplay in Language Models Is Mediated by a Single Direction—0
The Separation Capacity of Random Neural Networks—0
Uncovering Memorization Effect in the Presence of Spurious Correlations—0
The Sooner The Better: Investigating Structure of Early Winning Lottery Tickets—0
The statistical thermodynamics of generative diffusion models: Phase transitions, symmetry breaking and critical instability—0
The SWE-Bench Illusion: When State-of-the-Art LLMs Remember Instead of Reason—0
The Unreasonable Effectiveness of the Class-reversed Sampling in Tail Sample Memorization—0
The Vendiscope: An Algorithmic Microscope For Data Collections—0
Thinking Tokens for Language Modeling—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