SOTAVerified

Memorization

Papers

Showing 2130 of 1088 papers

TitleStatusHype
HeuriGym: An Agentic Benchmark for LLM-Crafted Heuristics in Combinatorial OptimizationCode2
Exposing flaws of generative model evaluation metrics and their unfair treatment of diffusion modelsCode2
HMT: Hierarchical Memory Transformer for Long Context Language ProcessingCode2
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
Causal Reasoning and Large Language Models: Opening a New Frontier for CausalityCode2
Consistent Diffusion Meets Tweedie: Training Exact Ambient Diffusion Models with Noisy DataCode2
DS-1000: A Natural and Reliable Benchmark for Data Science Code GenerationCode2
LawBench: Benchmarking Legal Knowledge of Large Language ModelsCode2
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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