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MMLU

Papers

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Showing 151–200 of 340 papers

TitleStatusHype
Capability-Based Scaling Laws for LLM Red-TeamingCode0
CHAIR -- Classifier of Hallucination as ImproverCode0
Emergent Semantics Beyond Token Embeddings: Transformer LMs with Frozen Visual Unicode RepresentationsCode0
NumeroLogic: Number Encoding for Enhanced LLMs' Numerical Reasoning—0
Obliviate: Efficient Unmemorization for Protecting Intellectual Property in Large Language Models—0
Octopus v4: Graph of language models—0
OctoTools: An Agentic Framework with Extensible Tools for Complex Reasoning—0
On the Reasoning Capacity of AI Models and How to Quantify It—0
OpenMedLM: Prompt engineering can out-perform fine-tuning in medical question-answering with open-source large language models—0
Optimised Grouped-Query Attention Mechanism for Transformers—0
Order Independence With Finetuning—0
ORI: O Routing Intelligence—0
Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone—0
Pistis-RAG: Enhancing Retrieval-Augmented Generation with Human Feedback—0
PolyPrompt: Automating Knowledge Extraction from Multilingual Language Models with Dynamic Prompt Generation—0
Predicting Emergent Capabilities by Finetuning—0
BOTS-LM: Training Large Language Models for Setswana—0
Teuken-7B-Base & Teuken-7B-Instruct: Towards European LLMs—0
Project MPG: towards a generalized performance benchmark for LLM capabilities—0
Pruning Large Language Models via Accuracy Predictor—0
ConceptPsy:A Benchmark Suite with Conceptual Comprehensiveness in Psychology—0
Quantifying Variance in Evaluation Benchmarks—0
ALLaM: Large Language Models for Arabic and English—0
AgentInstruct: Toward Generative Teaching with Agentic Flows—0
Reactor Mk.1 performances: MMLU, HumanEval and BBH test results—0
Real-time Adapting Routing (RAR): Improving Efficiency Through Continuous Learning in Software Powered by Layered Foundation Models—0
Reasoning Beyond Bias: A Study on Counterfactual Prompting and Chain of Thought Reasoning—0
MMLU-SR: A Benchmark for Stress-Testing Reasoning Capability of Large Language Models—0
Reasoning Paths Optimization: Learning to Reason and Explore From Diverse Paths—0
Reasoning Robustness of LLMs to Adversarial Typographical Errors—0
Reinforcement Fine-Tuning Naturally Mitigates Forgetting in Continual Post-Training—0
Reka Core, Flash, and Edge: A Series of Powerful Multimodal Language Models—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
Sample, Don't Search: Rethinking Test-Time Alignment for Language Models—0
AcademicGPT: Empowering Academic Research—0
From Threat to Tool: Leveraging Refusal-Aware Injection Attacks for Safety Alignment—0
SecBench: A Comprehensive Multi-Dimensional Benchmarking Dataset for LLMs in Cybersecurity—0
Selective Self-Rehearsal: A Fine-Tuning Approach to Improve Generalization in Large Language Models—0
Selective Self-to-Supervised Fine-Tuning for Generalization in Large Language Models—0
SelectLLM: Query-Aware Efficient Selection Algorithm for Large Language Models—0
Self-Reasoning Language Models: Unfold Hidden Reasoning Chains with Few Reasoning Catalyst—0
SEM: Reinforcement Learning for Search-Efficient Large Language Models—0
Setting Standards in Turkish NLP: TR-MMLU for Large Language Model Evaluation—0
Slimming Down LLMs Without Losing Their Minds—0
YAYI 2: Multilingual Open-Source Large Language Models—0
Spanish and LLM Benchmarks: is MMLU Lost in Translation?—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