SOTAVerified

Memorization

Papers

Showing 8190 of 1088 papers

TitleStatusHype
AlleNoise: large-scale text classification benchmark dataset with real-world label noiseCode1
Mitigating Memorization of Noisy Labels via Regularization between RepresentationsCode1
AutomaTikZ: Text-Guided Synthesis of Scientific Vector Graphics with TikZCode1
Zero-Shot Compositional Policy Learning via Language GroundingCode1
Dissecting Generation Modes for Abstractive Summarization Models via Ablation and AttributionCode1
Do Language Models Plagiarize?Code1
Co-teaching: Robust Training of Deep Neural Networks with Extremely Noisy LabelsCode1
Cousins Of The Vendi Score: A Family Of Similarity-Based Diversity Metrics For Science And Machine LearningCode1
Data Contamination Can Cross Language BarriersCode1
Contrastive Learning with Boosted MemorizationCode1
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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