SOTAVerified

Memorization

Papers

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Showing 681–690 of 1088 papers

TitleStatusHype
Are Transformers with One Layer Self-Attention Using Low-Rank Weight Matrices Universal Approximators?—0
Gradient-Based Word Substitution for Obstinate Adversarial Examples Generation in Language Models—0
Distribution Shift Matters for Knowledge Distillation with Webly Collected Images—0
Long-Tail Theory under Gaussian MixturesCode0
What can we learn from Data Leakage and Unlearning for Law?—0
An Empirical Study of Pre-trained Model Selection for Out-of-Distribution Generalization and CalibrationCode0
Towards Model-Size Agnostic, Compute-Free, Memorization-based Inference of Deep Learning—0
Memorization Through the Lens of Curvature of Loss Function Around Samples—0
Investigating Data Memorization in 3D Latent Diffusion Models for Medical Image Synthesis—0
Pseudo-Bag Mixup Augmentation for Multiple Instance Learning-Based Whole Slide Image Classification—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