SOTAVerified

Memorization

Papers

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Showing 271–280 of 1088 papers

TitleStatusHype
Optimal Memorization Capacity of Transformers—0
SSP-RACL: Classification of Noisy Fundus Images with Self-Supervised Pretraining and Robust Adaptive Credal Loss—0
FineZip : Pushing the Limits of Large Language Models for Practical Lossless Text CompressionCode1
Training Data Attribution: Was Your Model Secretly Trained On Data Created By Mine?—0
Training Large ASR Encoders with Differential Privacy—0
Data-centric NLP Backdoor Defense from the Lens of Memorization—0
Unlocking Memorization in Large Language Models with Dynamic Soft Prompting—0
MEOW: MEMOry Supervised LLM Unlearning Via Inverted FactsCode1
Promise and Peril of Collaborative Code Generation Models: Balancing Effectiveness and Memorization—0
Implicit Reasoning in Deep Time Series Forecasting—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