SOTAVerified

Memorization

Papers

Showing 841850 of 1088 papers

TitleStatusHype
Memorization and Generalization in Neural Code Intelligence ModelsCode0
An Exponential Improvement on the Memorization Capacity of Deep Threshold Networks0
Schema-Guided Paradigm for Zero-Shot DialogCode0
Towards the Memorization Effect of Neural Networks in Adversarial Training0
Muddling Label Regularization: Deep Learning for Tabular DatasetsCode0
Antipodes of Label Differential Privacy: PATE and ALIBICode1
On Memorization in Probabilistic Deep Generative ModelsCode0
On Training Sample Memorization: Lessons from Benchmarking Generative Modeling with a Large-scale CompetitionCode0
Fundamental tradeoffs between memorization and robustness in random features and neural tangent regimesCode0
Dissecting Generation Modes for Abstractive Summarization Models via Ablation and AttributionCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1PaLM-540B (few-shot, k=5)Accuracy95.4Unverified
2Gopher-280B (few-shot, k=5)Accuracy80Unverified
3PaLM-62B (few-shot, k=5)Accuracy77.7Unverified