SOTAVerified

Memorization

Papers

Showing 601610 of 1088 papers

TitleStatusHype
Do LLMs Dream of Ontologies?Code0
Expressive Power of ReLU and Step Networks under Floating-Point Operations0
Conserve-Update-Revise to Cure Generalization and Robustness Trade-off in Adversarial TrainingCode0
Critical Data Size of Language Models from a Grokking Perspective0
Understanding Learning through the Lens of Dynamical Invariants0
Memorization in Self-Supervised Learning Improves Downstream GeneralizationCode0
Imputation with Inter-Series Information from Prototypes for Irregular Sampled Time SeriesCode0
A Good Score Does not Lead to A Good Generative ModelCode0
Learning with Structural Labels for Learning with Noisy Labels0
Infinite dSprites for Disentangled Continual Learning: Separating Memory Edits from GeneralizationCode0
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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