SOTAVerified

Benchmarking

Papers

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Showing 451–475 of 5548 papers

TitleStatusHype
The Pitfalls of Benchmarking in Algorithm Selection: What We Are Getting Wrong—0
Benchmarking Retrieval-Augmented Generation for Chemistry—0
Benchmarking of CPU-intensive Stream Data Processing in The Edge Computing Systems—0
Multi-Modal Explainable Medical AI Assistant for Trustworthy Human-AI Collaboration—0
Optimizing Recommendations using Fine-Tuned LLMs—0
From Knowledge to Reasoning: Evaluating LLMs for Ionic Liquids Research in Chemical and Biological EngineeringCode0
JaxRobotarium: Training and Deploying Multi-Robot Policies in 10 MinutesCode1
FNBench: Benchmarking Robust Federated Learning against Noisy LabelsCode1
Contributions of the Petabyte Scale Sequence Search Codeathon toward efforts to scale sequence-based searches on SRA—0
Evaluating Financial Sentiment Analysis with Annotators Instruction Assisted Prompting: Enhancing Contextual Interpretation and Stock Prediction Accuracy—0
The ML.ENERGY Benchmark: Toward Automated Inference Energy Measurement and OptimizationCode3
Healthy LLMs? Benchmarking LLM Knowledge of UK Government Public Health Information—0
Federated Deconfounding and Debiasing Learning for Out-of-Distribution Generalization—0
Autoregressive Stochastic Clock Jitter Compensation in Analog-to-Digital Converters—0
clem:todd: A Framework for the Systematic Benchmarking of LLM-Based Task-Oriented Dialogue System Realisations—0
Enhancing Treatment Effect Estimation via Active Learning: A Counterfactual Covering PerspectiveCode0
Benchmarking Vision, Language, & Action Models in Procedurally Generated, Open Ended Action EnvironmentsCode1
PyTDC: A multimodal machine learning training, evaluation, and inference platform for biomedical foundation modelsCode1
scDrugMap: Benchmarking Large Foundation Models for Drug Response PredictionCode1
QualBench: Benchmarking Chinese LLMs with Localized Professional Qualifications for Vertical Domain Evaluation—0
A Neuro-Symbolic Framework for Sequence Classification with Relational and Temporal KnowledgeCode0
Benchmarking Ophthalmology Foundation Models for Clinically Significant Age Macular Degeneration Detection—0
Software Development Life Cycle Perspective: A Survey of Benchmarks for Code Large Language Models and Agents—0
DispBench: Benchmarking Disparity Estimation to Synthetic CorruptionsCode0
Benchmarking Traditional Machine Learning and Deep Learning Models for Fault Detection in Power TransformersCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1GPT-4 TurboACC0.56—Unverified