SOTAVerified

Memorization

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 1–50 of 1088 papers

TitleStatusHype
MemoRAG: Moving towards Next-Gen RAG Via Memory-Inspired Knowledge DiscoveryCode7
Pythia: A Suite for Analyzing Large Language Models Across Training and ScalingCode6
LIMO: Less is More for ReasoningCode5
R1-Searcher++: Incentivizing the Dynamic Knowledge Acquisition of LLMs via Reinforcement LearningCode4
Amortized Planning with Large-Scale Transformers: A Case Study on ChessCode4
Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language modelsCode4
Grokking: Generalization Beyond Overfitting on Small Algorithmic DatasetsCode4
Parameter Efficient Instruction Tuning: An Empirical StudyCode4
VideoChat-Flash: Hierarchical Compression for Long-Context Video ModelingCode4
MUSE: Machine Unlearning Six-Way Evaluation for Language ModelsCode4
MathArena: Evaluating LLMs on Uncontaminated Math CompetitionsCode3
AgentTuning: Enabling Generalized Agent Abilities for LLMsCode3
From Matching to Generation: A Survey on Generative Information RetrievalCode3
HMT: Hierarchical Memory Transformer for Long Context Language ProcessingCode2
HeuriGym: An Agentic Benchmark for LLM-Crafted Heuristics in Combinatorial OptimizationCode2
Quantifying Memorization Across Neural Language ModelsCode2
Consistent Diffusion Meets Tweedie: Training Exact Ambient Diffusion Models with Noisy DataCode2
We-Math: Does Your Large Multimodal Model Achieve Human-like Mathematical Reasoning?Code2
Causal Reasoning and Large Language Models: Opening a New Frontier for CausalityCode2
Scaling Language Models: Methods, Analysis & Insights from Training GopherCode2
PaLM: Scaling Language Modeling with PathwaysCode2
RARE: Retrieval-Augmented Reasoning ModelingCode2
LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language ModelsCode2
Practical Membership Inference Attacks against Fine-tuned Large Language Models via Self-prompt CalibrationCode2
SciAssess: Benchmarking LLM Proficiency in Scientific Literature AnalysisCode2
A Decade's Battle on Dataset Bias: Are We There Yet?Code2
LawBench: Benchmarking Legal Knowledge of Large Language ModelsCode2
Be like a Goldfish, Don't Memorize! Mitigating Memorization in Generative LLMsCode2
Learning explanations that are hard to varyCode2
DS-1000: A Natural and Reliable Benchmark for Data Science Code GenerationCode2
Detecting, Explaining, and Mitigating Memorization in Diffusion ModelsCode2
Decoupling Knowledge from Memorization: Retrieval-augmented Prompt LearningCode2
Drive Like a Human: Rethinking Autonomous Driving with Large Language ModelsCode2
Exposing flaws of generative model evaluation metrics and their unfair treatment of diffusion modelsCode2
SimplyRetrieve: A Private and Lightweight Retrieval-Centric Generative AI ToolCode2
Data Contamination Quiz: A Tool to Detect and Estimate Contamination in Large Language ModelsCode1
Data Unlearning in Diffusion ModelsCode1
Antipodes of Label Differential Privacy: PATE and ALIBICode1
Advancing Cross-domain Discriminability in Continual Learning of Vision-Language ModelsCode1
Data Contamination Can Cross Language BarriersCode1
DAT: Training Deep Networks Robust To Label-Noise by Matching the Feature DistributionsCode1
Cousins Of The Vendi Score: A Family Of Similarity-Based Diversity Metrics For Science And Machine LearningCode1
C-SFDA: A Curriculum Learning Aided Self-Training Framework for Efficient Source Free Domain AdaptationCode1
Copyright Traps for Large Language ModelsCode1
Contrastive Learning with Boosted MemorizationCode1
A Preference-aware Meta-optimization Framework for Personalized Vehicle Energy Consumption EstimationCode1
Contrast to Divide: Self-Supervised Pre-Training for Learning with Noisy LabelsCode1
Co-teaching: Robust Training of Deep Neural Networks with Extremely Noisy LabelsCode1
Adaptive Early-Learning Correction for Segmentation from Noisy AnnotationsCode1
DASH: Warm-Starting Neural Network Training in Stationary Settings without Loss of PlasticityCode1
Show:102550
← PrevPage 1 of 22Next →

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