SOTAVerified

Memorization

Papers

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Showing 471–480 of 1088 papers

TitleStatusHype
Knowledge Memorization and Rumination for Pre-trained Model-based Class-Incremental Learning—0
Knowledge Mechanisms in Large Language Models: A Survey and Perspective—0
Detecting Memorization in Large Language Models—0
Latent Geometry and Memorization in Generative Models—0
Bigger Isn't Always Memorizing: Early Stopping Overparameterized Diffusion Models—0
A new membership inference attack that spots memorization in generative and predictive models: Loss-Based with Reference Model algorithm (LBRM)—0
Learnable Privacy Neurons Localization in Language Models—0
Learned Random Label Predictions as a Neural Network Complexity Metric—0
Knowledge Boundary of Large Language Models: A Survey—0
KMIR: A Benchmark for Evaluating Knowledge Memorization, Identification and Reasoning Abilities of Language Models—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