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MMLU

Papers

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Showing 126–150 of 340 papers

TitleStatusHype
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
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