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Benchmarking

Papers

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Showing 1951–2000 of 5548 papers

TitleStatusHype
Benchmarking Deep Learning Models on NVIDIA Jetson Nano for Real-Time Systems: An Empirical InvestigationCode0
VarBench: Robust Language Model Benchmarking Through Dynamic Variable PerturbationCode0
Leave No Document Behind: Benchmarking Long-Context LLMs with Extended Multi-Doc QACode2
Measuring and Benchmarking Large Language Models' Capabilities to Generate Persuasive Language—0
NerfBaselines: Consistent and Reproducible Evaluation of Novel View Synthesis Methods—0
Towards Efficient and Scalable Training of Differentially Private Deep LearningCode0
A Thorough Performance Benchmarking on Lightweight Embedding-based Recommender SystemsCode0
Brittle Minds, Fixable Activations: Understanding Belief Representations in Language Models—0
MatText: Do Language Models Need More than Text & Scale for Materials Modeling?Code1
MedBench: A Comprehensive, Standardized, and Reliable Benchmarking System for Evaluating Chinese Medical Large Language Models—0
CATBench: A Compiler Autotuning Benchmarking Suite for Black-box Optimization—0
FaceScore: Benchmarking and Enhancing Face Quality in Human GenerationCode2
A Closer Look at Mortality Risk Prediction from ElectrocardiogramsCode1
Enabling more efficient and cost-effective AI/ML systems with Collective Mind, virtualized MLOps, MLPerf, Collective Knowledge Playground and reproducible optimization tournamentsCode4
From Perfect to Noisy World Simulation: Customizable Embodied Multi-modal Perturbations for SLAM Robustness BenchmarkingCode2
AutoDetect: Towards a Unified Framework for Automated Weakness Detection in Large Language ModelsCode1
DreamBench++: A Human-Aligned Benchmark for Personalized Image GenerationCode2
General Binding Affinity Guidance for Diffusion Models in Structure-Based Drug DesignCode1
Ragnarök: A Reusable RAG Framework and Baselines for TREC 2024 Retrieval-Augmented Generation TrackCode1
PISTOL: Dataset Compilation Pipeline for Structural Unlearning of LLMs—0
HEST-1k: A Dataset for Spatial Transcriptomics and Histology Image AnalysisCode3
Position: Benchmarking is Limited in Reinforcement Learning Research—0
GraphEval2000: Benchmarking and Improving Large Language Models on Graph Datasets—0
Towards Open Respiratory Acoustic Foundation Models: Pretraining and BenchmarkingCode2
MetaGreen: Meta-Learning Inspired Transformer Selection for Green Semantic CommunicationCode0
CaT-BENCH: Benchmarking Language Model Understanding of Causal and Temporal Dependencies in Plans—0
BigCodeBench: Benchmarking Code Generation with Diverse Function Calls and Complex InstructionsCode4
Benchmarking Uncertainty Quantification Methods for Large Language Models with LM-PolygraphCode2
GenoTEX: An LLM Agent Benchmark for Automated Gene Expression Data AnalysisCode2
Deciphering the Definition of Adversarial Robustness for post-hoc OOD Detectors—0
Six-CD: Benchmarking Concept Removals for Benign Text-to-image Diffusion ModelsCode1
NAVSIM: Data-Driven Non-Reactive Autonomous Vehicle Simulation and BenchmarkingCode7
Benchmarking Retinal Blood Vessel Segmentation Models for Cross-Dataset and Cross-Disease GeneralizationCode0
Sports Intelligence: Assessing the Sports Understanding Capabilities of Language Models through Question Answering from Text to Video—0
FlowBench: Revisiting and Benchmarking Workflow-Guided Planning for LLM-based Agents—0
CEBench: A Benchmarking Toolkit for the Cost-Effectiveness of LLM PipelinesCode0
Improving Expert Radiology Report Summarization by Prompting Large Language Models with a Layperson Summary—0
QeMFi: A Multifidelity Dataset of Quantum Chemical Properties of Diverse MoleculesCode0
Beyond Optimism: Exploration With Partially Observable RewardsCode0
Selected Languages are All You Need for Cross-lingual Truthfulness TransferCode0
How far are today's time-series models from real-world weather forecasting applications?Code2
The Elusive Pursuit of Reproducing PATE-GAN: Benchmarking, Auditing, DebuggingCode0
Benchmarking Monocular 3D Dog Pose Estimation Using In-The-Wild Motion Capture Data—0
African or European Swallow? Benchmarking Large Vision-Language Models for Fine-Grained Object ClassificationCode1
HoTPP Benchmark: Are We Good at the Long Horizon Events Forecasting?Code2
Resource-efficient Medical Image Analysis with Self-adapting Forward-Forward Networks—0
DASB -- Discrete Audio and Speech Benchmark—0
A Benchmarking Study of Kolmogorov-Arnold Networks on Tabular DataCode1
FairX: A comprehensive benchmarking tool for model analysis using fairness, utility, and explainabilityCode0
PoseBench: Benchmarking the Robustness of Pose Estimation Models under Corruptions—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1GPT-4 TurboACC0.56—Unverified