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MMLU

Papers

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Showing 101–125 of 340 papers

TitleStatusHype
Critique-Guided Distillation: Improving Supervised Fine-tuning via Better Distillation—0
CPL: Critical Plan Step Learning Boosts LLM Generalization in Reasoning Tasks—0
An Assessment of Model-On-Model Deception—0
Cost-Saving LLM Cascades with Early Abstention—0
Cost-Effective Proxy Reward Model Construction with On-Policy and Active Learning—0
AttentionInfluence: Adopting Attention Head Influence for Weak-to-Strong Pretraining Data Selection—0
ALLaM: Large Language Models for Arabic and English—0
Cost-aware LLM-based Online Dataset Annotation—0
Correlating and Predicting Human Evaluations of Language Models from Natural Language Processing Benchmarks—0
GenBFA: An Evolutionary Optimization Approach to Bit-Flip Attacks on LLMs—0
GAAPO: Genetic Algorithmic Applied to Prompt Optimization—0
FRAMES: Boosting LLMs with A Four-Quadrant Multi-Stage Pretraining Strategy—0
Continuous Approximations for Improving Quantization Aware Training of LLMs—0
CodingTeachLLM: Empowering LLM's Coding Ability via AST Prior Knowledge—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
KRISTEVA: Close Reading as a Novel Task for Benchmarking Interpretive Reasoning—0
Context Reasoner: Incentivizing Reasoning Capability for Contextualized Privacy and Safety Compliance via Reinforcement Learning—0
Global MMLU: Understanding and Addressing Cultural and Linguistic Biases in Multilingual Evaluation—0
Few-Shot Recalibration of Language Models—0
GRIN: GRadient-INformed MoE—0
Irreducible Curriculum for Language Model Pretraining—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