SOTAVerified

Memorization

Papers

Showing 431440 of 1088 papers

TitleStatusHype
Consistent Diffusion Meets Tweedie: Training Exact Ambient Diffusion Models with Noisy DataCode2
Tackling Noisy Labels with Network Parameter Additive DecompositionCode0
Self-generated Replay Memories for Continual Neural Machine TranslationCode0
Unveiling and Mitigating Memorization in Text-to-image Diffusion Models through Cross AttentionCode1
Uncertainty-Aware Pseudo-Label Filtering for Source-Free Unsupervised Domain AdaptationCode0
Soften to Defend: Towards Adversarial Robustness via Self-Guided Label Refinement0
Meaningful Learning: Enhancing Abstract Reasoning in Large Language Models via Generic Fact GuidanceCode1
Ethos: Rectifying Language Models in Orthogonal Parameter Space0
A Decade's Battle on Dataset Bias: Are We There Yet?Code2
Beyond Memorization: The Challenge of Random Memory Access in Language ModelsCode1
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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