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MMLU

Papers

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Showing 151–200 of 340 papers

TitleStatusHype
CPL: Critical Plan Step Learning Boosts LLM Generalization in Reasoning Tasks—0
Critique-Guided Distillation: Improving Supervised Fine-tuning via Better Distillation—0
Cultural Conditioning or Placebo? On the Effectiveness of Socio-Demographic Prompting—0
AttentionInfluence: Adopting Attention Head Influence for Weak-to-Strong Pretraining Data Selection—0
GenBFA: An Evolutionary Optimization Approach to Bit-Flip Attacks on LLMs—0
Data Efficient Evaluation of Large Language Models and Text-to-Image Models via Adaptive Sampling—0
DEM: Distribution Edited Model for Training with Mixed Data Distributions—0
Detecting Benchmark Contamination Through Watermarking—0
Distill Not Only Data but Also Rewards: Can Smaller Language Models Surpass Larger Ones?—0
Distributional Scaling Laws for Emergent Capabilities—0
DNA 1.0 Technical Report—0
Does your data spark joy? Performance gains from domain upsampling at the end of training—0
Do Large Language Models Mirror Cognitive Language Processing?—0
Domain-Adaptive Continued Pre-Training of Small Language Models—0
DoPAMine: Domain-specific Pre-training Adaptation from seed-guided data Mining—0
Dual Decomposition of Weights and Singular Value Low Rank Adaptation—0
CodingTeachLLM: Empowering LLM's Coding Ability via AST Prior Knowledge—0
Effectiveness of Zero-shot-CoT in Japanese Prompts—0
Efficient Data Selection at Scale via Influence Distillation—0
Efficient Federated Search for Retrieval-Augmented Generation—0
Efficiently Deploying LLMs with Controlled Risk—0
Efficient Model Development through Fine-tuning Transfer—0
Assessing the Impact of Prompting Methods on ChatGPT's Mathematical Capabilities—0
Eir: Thai Medical Large Language Models—0
Elastic Weight Consolidation for Full-Parameter Continual Pre-Training of Gemma2—0
Enterprise Large Language Model Evaluation Benchmark—0
Bias Evaluation and Mitigation in Retrieval-Augmented Medical Question-Answering Systems—0
Evaluating Expert Contributions in a MoE LLM for Quiz-Based Tasks—0
Evaluation of large language models using an Indian language LGBTI+ lexicon—0
Few-Shot Recalibration of Language Models—0
FRAMES: Boosting LLMs with A Four-Quadrant Multi-Stage Pretraining Strategy—0
GAAPO: Genetic Algorithmic Applied to Prompt Optimization—0
Simple and Provable Scaling Laws for the Test-Time Compute of Large Language Models—0
Gazal-R1: Achieving State-of-the-Art Medical Reasoning with Parameter-Efficient Two-Stage Training—0
G-Designer: Architecting Multi-agent Communication Topologies via Graph Neural Networks—0
GEB-1.3B: Open Lightweight Large Language Model—0
GECKO: Generative Language Model for English, Code and Korean—0
GEM: Empowering LLM for both Embedding Generation and Language Understanding—0
A Scaling Law for Token Efficiency in LLM Fine-Tuning Under Fixed Compute Budgets—0
Global MMLU: Understanding and Addressing Cultural and Linguistic Biases in Multilingual Evaluation—0
GRIN: GRadient-INformed MoE—0
HardML: A Benchmark For Evaluating Data Science And Machine Learning knowledge and reasoning in AI—0
Automating Dataset Updates Towards Reliable and Timely Evaluation of Large Language Models—0
Humanity's Last Exam—0
Improving Physics Reasoning in Large Language Models Using Mixture of Refinement Agents—0
Adapt-Pruner: Adaptive Structural Pruning for Efficient Small Language Model Training—0
Adaptive Dense Reward: Understanding the Gap Between Action and Reward Space in Alignment—0
Rethinking Mixture-of-Agents: Is Mixing Different Large Language Models Beneficial?—0
Actor-Critic based Online Data Mixing For Language Model Pre-Training—0
Revisiting Uncertainty Estimation and Calibration of Large Language Models—0
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All datasetsSIOP 2020/2021MMLU-ProVCTK

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1go ahead, make my dataFinal_score61.72—Unverified
2#GreedyCowFinal_score61.63—Unverified
3Don't Ask Us yFinal_score61.4—Unverified
4Data_and_ConfusedFinal_score60.96—Unverified
5WafflesFinal_score60.91—Unverified
6raakaFinal_score60.91—Unverified
7Team ProcrustinationFinal_score60.64—Unverified
8Axiom Consulting PartnersFinal_score60.63—Unverified
9Lets_Be_FairFinal_score60.23—Unverified
10goonersFinal_score60.22—Unverified
#ModelMetricClaimedVerifiedStatus
1Orange-mini0-shot MRR99.19—Unverified
#ModelMetricClaimedVerifiedStatus
1HybridBeam+SI-SDRi13.3—Unverified