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Benchmarking

Papers

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Showing 2251–2300 of 5548 papers

TitleStatusHype
Beyond the Hype: Benchmarking LLM-Evolved Heuristics for Bin Packing—0
A CUDA-Based Real Parameter Optimization Benchmark—0
Beyond Text: A Deep Dive into Large Language Models' Ability on Understanding Graph Data—0
BEADs: Bias Evaluation Across Domains—0
Fine-tuning LLaMA 2 interference: a comparative study of language implementations for optimal efficiency—0
FinGPT: Instruction Tuning Benchmark for Open-Source Large Language Models in Financial Datasets—0
FinTMMBench: Benchmarking Temporal-Aware Multi-Modal RAG in Finance—0
Energy Models for Better Pseudo-Labels: Improving Semi-Supervised Classification with the 1-Laplacian Graph Energy—0
Beyond Static Models and Test Sets: Benchmarking the Potential of Pre-trained Models Across Tasks and Languages—0
Beyond Specialization: Benchmarking LLMs for Transliteration of Indian Languages—0
BEACON: A Benchmark for Efficient and Accurate Counting of Subgraphs—0
FIMP: Foundation Model-Informed Message Passing for Graph Neural Networks—0
FineText: Text Classification via Attention-based Language Model Fine-tuning—0
Beyond Single-Model Views for Deep Learning: Optimization versus Generalizability of Stochastic Optimization Algorithms—0
Beyond Self-Talk: A Communication-Centric Survey of LLM-Based Multi-Agent Systems—0
ActPlan-1K: Benchmarking the Procedural Planning Ability of Visual Language Models in Household Activities—0
BBOB Instance Analysis: Landscape Properties and Algorithm Performance across Problem Instances—0
A Benchmark for Multi-speaker Anonymization—0
FIORD: A Fisheye Indoor-Outdoor Dataset with LIDAR Ground Truth for 3D Scene Reconstruction and Benchmarking—0
A Modular Framework for Centrality and Clustering in Complex Networks—0
Beyond Monocular Deraining: Stereo Image Deraining via Semantic Understanding—0
Beyond Monocular Deraining: Parallel Stereo Deraining Network Via Semantic Prior—0
Bayesian Neural Networks at Scale: A Performance Analysis and Pruning Study—0
SPINEX-TimeSeries: Similarity-based Predictions with Explainable Neighbors Exploration for Time Series and Forecasting Problems—0
Beyond Metrics: A Critical Analysis of the Variability in Large Language Model Evaluation Frameworks—0
Bayesian Multi-type Mean Field Multi-agent Imitation Learning—0
A Bayesian Model for Bivariate Causal Inference—0
Beyond Emotion: A Multi-Modal Dataset for Human Desire Understanding—0
Beyond Emotion: A Multi-Modal Dataset for Human Desire Understanding—0
Financial Numeric Extreme Labelling: A Dataset and Benchmarking for XBRL Tagging—0
Findings of the Shared Task on Offensive Language Identification in Tamil, Malayalam, and Kannada—0
AmodalSynthDrive: A Synthetic Amodal Perception Dataset for Autonomous Driving—0
Beyond Chains of Thought: Benchmarking Latent-Space Reasoning Abilities in Large Language Models—0
Beyond Black-Box Benchmarking: Observability, Analytics, and Optimization of Agentic Systems—0
Finance Language Model Evaluation (FLaME)—0
Beyond Benchmarks: On The False Promise of AI Regulation—0
Beyond Benchmarking: A New Paradigm for Evaluation and Assessment of Large Language Models—0
Active Learning for Community Detection in Stochastic Block Models—0
Filter Methods for Feature Selection in Supervised Machine Learning Applications -- Review and Benchmark—0
Fine-Grained Classification of Pedestrians in Video: Benchmark and State of the Art—0
FISBe: A Real-World Benchmark Dataset for Instance Segmentation of Long-Range Thin Filamentous Structures—0
Better Practices for Domain Adaptation—0
Barkour: Benchmarking Animal-level Agility with Quadruped Robots—0
Active Evaluation Acquisition for Efficient LLM Benchmarking—0
AMLgentex: Mobilizing Data-Driven Research to Combat Money Laundering—0
FewNLU: Benchmarking State-of-the-Art Methods for Few-Shot Natural Language Understanding—0
Few-Shot Defect Segmentation Leveraging Abundant Normal Training Samples Through Normal Background Regularization and Crop-and-Paste Operation—0
Better Bill GPT: Comparing Large Language Models against Legal Invoice Reviewers—0
BestServe: Serving Strategies with Optimal Goodput in Collocation and Disaggregation Architectures—0
BanglaNLP at BLP-2023 Task 1: Benchmarking different Transformer Models for Violence Inciting Text Detection in Bengali—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1GPT-4 TurboACC0.56—Unverified