SOTAVerified

Memorization

Papers

Showing 191200 of 1088 papers

TitleStatusHype
Evolving Decomposed Plasticity Rules for Information-Bottlenecked Meta-LearningCode1
Brain tumor segmentation using synthetic MR images -- A comparison of GANs and diffusion modelsCode1
On Learning Contrastive Representations for Learning with Noisy LabelsCode1
Cousins Of The Vendi Score: A Family Of Similarity-Based Diversity Metrics For Science And Machine LearningCode1
AutomaTikZ: Text-Guided Synthesis of Scientific Vector Graphics with TikZCode1
Do PLMs Know and Understand Ontological Knowledge?Code1
Data Contamination Quiz: A Tool to Detect and Estimate Contamination in Large Language ModelsCode1
C-SFDA: A Curriculum Learning Aided Self-Training Framework for Efficient Source Free Domain AdaptationCode1
Elephants Never Forget: Testing Language Models for Memorization of Tabular DataCode1
DIAGNOSIS: Detecting Unauthorized Data Usages in Text-to-image Diffusion 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