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MMLU

Papers

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Showing 101–150 of 340 papers

TitleStatusHype
Efficient Federated Search for Retrieval-Augmented Generation—0
WiCkeD: A Simple Method to Make Multiple Choice Benchmarks More ChallengingCode0
Correlating and Predicting Human Evaluations of Language Models from Natural Language Processing Benchmarks—0
Distributional Scaling Laws for Emergent Capabilities—0
Evaluating Expert Contributions in a MoE LLM for Quiz-Based Tasks—0
Detecting Benchmark Contamination Through Watermarking—0
Swallowing the Poison Pills: Insights from Vulnerability Disparity Among LLMs—0
Obliviate: Efficient Unmemorization for Protecting Intellectual Property in Large Language Models—0
Triangulating LLM Progress through Benchmarks, Games, and Cognitive Tests—0
Earlier Tokens Contribute More: Learning Direct Preference Optimization From Temporal Decay PerspectiveCode0
None of the Others: a General Technique to Distinguish Reasoning from Memorization in Multiple-Choice LLM Evaluation Benchmarks—0
Language Complexity Measurement as a Noisy Zero-Shot Proxy for Evaluating LLM Performance—0
Towards Fully Exploiting LLM Internal States to Enhance Knowledge Boundary Perception—0
TUMLU: A Unified and Native Language Understanding Benchmark for Turkic LanguagesCode1
Leveraging Uncertainty Estimation for Efficient LLM Routing—0
OctoTools: An Agentic Framework with Extensible Tools for Complex Reasoning—0
ORI: O Routing Intelligence—0
Cost-Saving LLM Cascades with Early Abstention—0
Selective Self-to-Supervised Fine-Tuning for Generalization in Large Language Models—0
Forget What You Know about LLMs Evaluations - LLMs are Like a ChameleonCode0
OpenGrok: Enhancing SNS Data Processing with Distilled Knowledge and Mask-like MechanismsCode0
RoToR: Towards More Reliable Responses for Order-Invariant InputsCode0
Tokenization Standards for Linguistic Integrity: Turkish as a Benchmark—0
LM2: Large Memory ModelsCode1
FRAMES: Boosting LLMs with A Four-Quadrant Multi-Stage Pretraining Strategy—0
Adapt-Pruner: Adaptive Structural Pruning for Efficient Small Language Model Training—0
QLESS: A Quantized Approach for Data Valuation and Selection in Large Language Model Fine-TuningCode0
Evaluation of Large Language Models via Coupled Token GenerationCode0
Rethinking Mixture-of-Agents: Is Mixing Different Large Language Models Beneficial?—0
LLM-Powered Benchmark Factory: Reliable, Generic, and EfficientCode0
DFPE: A Diverse Fingerprint Ensemble for Enhancing LLM PerformanceCode0
IndicMMLU-Pro: Benchmarking Indic Large Language Models on Multi-Task Language Understanding—0
HardML: A Benchmark For Evaluating Data Science And Machine Learning knowledge and reasoning in AI—0
Humanity's Last Exam—0
On the Reasoning Capacity of AI Models and How to Quantify It—0
Is your LLM trapped in a Mental Set? Investigative study on how mental sets affect the reasoning capabilities of LLMs—0
MyGO Multiplex CoT: A Method for Self-Reflection in Large Language Models via Double Chain of Thought ThinkingCode1
Explain-Query-Test: Self-Evaluating LLMs Via Explanation and Comprehension DiscrepancyCode0
Control LLM: Controlled Evolution for Intelligence Retention in LLMCode1
DNA 1.0 Technical Report—0
Inference-Time-Compute: More Faithful? A Research Note—0
CHAIR -- Classifier of Hallucination as ImproverCode0
Unraveling Indirect In-Context Learning Using Influence Functions—0
Setting Standards in Turkish NLP: TR-MMLU for Large Language Model Evaluation—0
Monty Hall and Optimized Conformal Prediction to Improve Decision-Making with LLMs—0
SecBench: A Comprehensive Multi-Dimensional Benchmarking Dataset for LLMs in Cybersecurity—0
MixLLM: LLM Quantization with Global Mixed-precision between Output-features and Highly-efficient System Design—0
MMLU-CF: A Contamination-free Multi-task Language Understanding BenchmarkCode2
ORBIT: Cost-Effective Dataset Curation for Large Language Model Domain Adaptation with an Astronomy Case StudyCode0
ChainRank-DPO: Chain Rank Direct Preference Optimization for LLM Rankers—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
5raakaFinal_score60.91—Unverified
6WafflesFinal_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