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Benchmarking

Papers

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Showing 701–750 of 5548 papers

TitleStatusHype
Mind the Gap: Benchmarking Spatial Reasoning in Vision-Language ModelsCode1
Writing as a testbed for open ended agents—0
The Coralscapes Dataset: Semantic Scene Understanding in Coral ReefsCode1
Benchmarking Object Detectors under Real-World Distribution Shifts in Satellite ImageryCode1
Mining-Gym: A Configurable RL Benchmarking Environment for Truck Dispatch SchedulingCode0
LLM Benchmarking with LLaMA2: Evaluating Code Development Performance Across Multiple Programming LanguagesCode0
Benchmarking Multi-modal Semantic Segmentation under Sensor Failures: Missing and Noisy Modality RobustnessCode1
Benchmarking Post-Hoc Unknown-Category Detection in Food Recognition—0
Enhancing Multi-Label Emotion Analysis and Corresponding Intensities for Ethiopian Languages—0
Benchmarking Burst Super-Resolution for Polarization Images: Noise Dataset and Analysis—0
EvAnimate: Event-conditioned Image-to-Video Generation for Human Animation—0
SceneSplat: Gaussian Splatting-based Scene Understanding with Vision-Language PretrainingCode3
GeoBenchX: Benchmarking LLMs for Multistep Geospatial TasksCode1
Unmasking Deceptive Visuals: Benchmarking Multimodal Large Language Models on Misleading Chart Question Answering—0
A Study on Neuro-Symbolic Artificial Intelligence: Healthcare Perspectives—0
Regularization of ML models for Earth systems by using longer model timesteps—0
Accurate Peak Detection in Multimodal Optimization via Approximated Landscape LearningCode0
CardioTabNet: A Novel Hybrid Transformer Model for Heart Disease Prediction using Tabular Medical Data—0
4D-Bench: Benchmarking Multi-modal Large Language Models for 4D Object UnderstandingCode0
V2P-Bench: Evaluating Video-Language Understanding with Visual Prompts for Better Human-Model InteractionCode1
IceBench: A Benchmark for Deep Learning based Sea Ice Type ClassificationCode0
Benchmark Dataset for Pore-Scale CO2-Water Interaction—0
Decouple and Track: Benchmarking and Improving Video Diffusion Transformers for Motion TransferCode2
CausalRivers -- Scaling up benchmarking of causal discovery for real-world time-series—0
ContextGNN goes to Elliot: Towards Benchmarking Relational Deep Learning for Static Link Prediction (aka Personalized Item Recommendation)Code0
QCPINN: Quantum-Classical Physics-Informed Neural Networks for Solving PDEsCode1
A Statistical Analysis for Per-Instance Evaluation of Stochastic Optimizers: How Many Repeats Are Enough?—0
Stop Overthinking: A Survey on Efficient Reasoning for Large Language ModelsCode4
ECKGBench: Benchmarking Large Language Models in E-commerce Leveraging Knowledge Graph—0
The Emperor's New Clothes in Benchmarking? A Rigorous Examination of Mitigation Strategies for LLM Benchmark Data ContaminationCode1
DNR Bench: Benchmarking Over-Reasoning in Reasoning LLMs—0
Empirical Analysis of Privacy-Fairness-Accuracy Trade-offs in Federated Learning: A Step Towards Responsible AI—0
FAVOR-Bench: A Comprehensive Benchmark for Fine-Grained Video Motion Understanding—0
Benchmarking Open-Source Large Language Models on Healthcare Text Classification Tasks—0
Language-based Image Colorization: A Benchmark and BeyondCode0
Kolmogorov-Arnold Network for Transistor Compact Modeling—0
Benchmarking Large Language Models for Handwritten Text Recognition—0
VenusFactory: A Unified Platform for Protein Engineering Data Retrieval and Language Model Fine-TuningCode2
SUM Parts: Benchmarking Part-Level Semantic Segmentation of Urban Meshes—0
ImputeGAP: A Comprehensive Library for Time Series Imputation—0
Efficient but Vulnerable: Benchmarking and Defending LLM Batch Prompting Attack—0
COPA: Comparing the Incomparable to Explore the Pareto Front—0
ConSCompF: Consistency-focused Similarity Comparison Framework for Generative Large Language Models—0
JuDGE: Benchmarking Judgment Document Generation for Chinese Legal SystemCode1
Benchmarking Failures in Tool-Augmented Language ModelsCode0
HA-VLN: A Benchmark for Human-Aware Navigation in Discrete-Continuous Environments with Dynamic Multi-Human Interactions, Real-World Validation, and an Open Leaderboard—0
Stable Virtual Camera: Generative View Synthesis with Diffusion Models—0
Benchmarking community drug response prediction models: datasets, models, tools, and metrics for cross-dataset generalization analysisCode0
Organ-aware Multi-scale Medical Image Segmentation Using Text Prompt Engineering—0
CoSpace: Benchmarking Continuous Space Perception Ability for Vision-Language ModelsCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1GPT-4 TurboACC0.56—Unverified