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Benchmarking

Papers

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Showing 2001–2050 of 5548 papers

TitleStatusHype
Understanding the RoPE Extensions of Long-Context LLMs: An Attention Perspective—0
A large-scale multicenter breast cancer DCE-MRI benchmark dataset with expert segmentationsCode2
Towards Robust Evaluation: A Comprehensive Taxonomy of Datasets and Metrics for Open Domain Question Answering in the Era of Large Language Models—0
Enhancing Distractor Generation for Multiple-Choice Questions with Retrieval Augmented Pretraining and Knowledge Graph Integration—0
GenAI-Bench: Evaluating and Improving Compositional Text-to-Visual GenerationCode3
BeHonest: Benchmarking Honesty in Large Language ModelsCode1
Benchmarking Unsupervised Online IDS for Masquerade Attacks in CANCode0
Comparison of Open-Source and Proprietary LLMs for Machine Reading Comprehension: A Practical Analysis for Industrial Applications—0
M4Fog: A Global Multi-Regional, Multi-Modal, and Multi-Stage Dataset for Marine Fog Detection and Forecasting to Bridge Ocean and AtmosphereCode0
Exploring and Benchmarking the Planning Capabilities of Large Language Models—0
UBENCH: Benchmarking Uncertainty in Large Language Models with Multiple Choice QuestionsCode0
Exploring the Impact of a Transformer's Latent Space Geometry on Downstream Task Performance—0
OlympicArena: Benchmarking Multi-discipline Cognitive Reasoning for Superintelligent AICode2
GeoBench: Benchmarking and Analyzing Monocular Geometry Estimation ModelsCode2
MultiSocial: Multilingual Benchmark of Machine-Generated Text Detection of Social-Media Texts—0
Automatic benchmarking of large multimodal models via iterative experiment programmingCode0
WebCanvas: Benchmarking Web Agents in Online EnvironmentsCode3
TSI-Bench: Benchmarking Time Series ImputationCode3
Benchmarking Multi-Image Understanding in Vision and Language Models: Perception, Knowledge, Reasoning, and Multi-Hop ReasoningCode0
JobFair: A Framework for Benchmarking Gender Hiring Bias in Large Language Models—0
Unleashing OpenTitan's Potential: a Silicon-Ready Embedded Secure Element for Root of Trust and Cryptographic Offloading—0
InternalInspector I^2: Robust Confidence Estimation in LLMs through Internal States—0
A Systematic Survey of Text Summarization: From Statistical Methods to Large Language Models—0
Job-SDF: A Multi-Granularity Dataset for Job Skill Demand Forecasting and BenchmarkingCode1
Are Large Language Models True Healthcare Jacks-of-All-Trades? Benchmarking Across Health Professions Beyond Physician ExamsCode0
Multimodal Needle in a Haystack: Benchmarking Long-Context Capability of Multimodal Large Language ModelsCode2
The Liouville Generator for Producing Integrable Expressions—0
GECOBench: A Gender-Controlled Text Dataset and Benchmark for Quantifying Biases in ExplanationsCode0
RepLiQA: A Question-Answering Dataset for Benchmarking LLMs on Unseen Reference ContentCode0
Standardizing Structural Causal ModelsCode0
Benchmarking of LLM Detection: Comparing Two Competing Approaches—0
MFC-Bench: Benchmarking Multimodal Fact-Checking with Large Vision-Language ModelsCode1
Benchmarking Out-of-Distribution Generalization Capabilities of DNN-based Encoding Models for the Ventral Visual Cortex—0
RUPBench: Benchmarking Reasoning Under Perturbations for Robustness Evaluation in Large Language ModelsCode0
NovoBench: Benchmarking Deep Learning-based De Novo Peptide Sequencing Methods in Proteomics—0
VELOCITI: Benchmarking Video-Language Compositional Reasoning with Strict Entailment—0
Evaluating the Performance of Large Language Models via Debates—0
Exposing the Achilles' Heel: Evaluating LLMs Ability to Handle Mistakes in Mathematical Reasoning—0
RWKU: Benchmarking Real-World Knowledge Unlearning for Large Language ModelsCode2
WildVision: Evaluating Vision-Language Models in the Wild with Human Preferences—0
GANmut: Generating and Modifying Facial Expressions—0
Benchmarking Label Noise in Instance Segmentation: Spatial Noise MattersCode0
Benchmarking Children's ASR with Supervised and Self-supervised Speech Foundation ModelsCode0
Reactor Mk.1 performances: MMLU, HumanEval and BBH test results—0
A GPU-accelerated Large-scale Simulator for Transportation System Optimization BenchmarkingCode1
Improving the Validity and Practical Usefulness of AI/ML Evaluations Using an Estimands Framework—0
SciEx: Benchmarking Large Language Models on Scientific Exams with Human Expert Grading and Automatic GradingCode0
ClimRetrieve: A Benchmarking Dataset for Information Retrieval from Corporate Climate DisclosuresCode0
VANE-Bench: Video Anomaly Evaluation Benchmark for Conversational LMMsCode1
Benchmarking Generative Models on Computational Thinking Tests in Elementary Visual Programming—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1GPT-4 TurboACC0.56—Unverified