SOTAVerified

Memorization

Papers

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Showing 261–270 of 1088 papers

TitleStatusHype
Extracting Training Data from Unconditional Diffusion Models—0
Undesirable Memorization in Large Language Models: A Survey—0
Quantifying Generalization Complexity for Large Language ModelsCode0
Composing Global Optimizers to Reasoning Tasks via Algebraic Objects in Neural Nets—0
On the Generalization and Causal Explanation in Self-Supervised LearningCode0
Mitigating Backdoor Threats to Large Language Models: Advancement and Challenges—0
Federated Learning from Vision-Language Foundation Models: Theoretical Analysis and MethodCode1
Localizing Memorization in SSL Vision Encoders—0
PDFed: Privacy-Preserving and Decentralized Asynchronous Federated Learning for Diffusion Models—0
Optimal Memorization Capacity of Transformers—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