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Benchmarking

Papers

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Showing 151–200 of 5548 papers

TitleStatusHype
InjecAgent: Benchmarking Indirect Prompt Injections in Tool-Integrated Large Language Model AgentsCode2
Interaction2Code: Benchmarking MLLM-based Interactive Webpage Code Generation from Interactive PrototypingCode2
BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval ModelsCode2
IML-ViT: Benchmarking Image Manipulation Localization by Vision TransformerCode2
A Call to Reflect on Evaluation Practices for Age Estimation: Comparative Analysis of the State-of-the-Art and a Unified BenchmarkCode2
HypoBench: Towards Systematic and Principled Benchmarking for Hypothesis GenerationCode2
Immersive Neural Graphics PrimitivesCode2
Battle of the Backbones: A Large-Scale Comparison of Pretrained Models across Computer Vision TasksCode2
HourVideo: 1-Hour Video-Language UnderstandingCode2
HumanRefiner: Benchmarking Abnormal Human Generation and Refining with Coarse-to-fine Pose-Reversible GuidanceCode2
InfiAgent-DABench: Evaluating Agents on Data Analysis TasksCode2
K-LITE: Learning Transferable Visual Models with External KnowledgeCode2
AutoTrust: Benchmarking Trustworthiness in Large Vision Language Models for Autonomous DrivingCode2
AutoPenBench: Benchmarking Generative Agents for Penetration TestingCode2
Bag of Tricks: Benchmarking of Jailbreak Attacks on LLMsCode2
Habitat: A Platform for Embodied AI ResearchCode2
GSCodec Studio: A Modular Framework for Gaussian Splat CompressionCode2
GSplatLoc: Grounding Keypoint Descriptors into 3D Gaussian Splatting for Improved Visual LocalizationCode2
GPT-Fathom: Benchmarking Large Language Models to Decipher the Evolutionary Path towards GPT-4 and BeyondCode2
GlobalGeoTree: A Multi-Granular Vision-Language Dataset for Global Tree Species ClassificationCode2
Griffin: Aerial-Ground Cooperative Detection and Tracking Dataset and BenchmarkCode2
GV-Bench: Benchmarking Local Feature Matching for Geometric Verification of Long-term Loop Closure DetectionCode2
HLSFactory: A Framework Empowering High-Level Synthesis Datasets for Machine Learning and BeyondCode2
GenoTEX: An LLM Agent Benchmark for Automated Gene Expression Data AnalysisCode2
Authorship Obfuscation in Multilingual Machine-Generated Text DetectionCode2
GeoBench: Benchmarking and Analyzing Monocular Geometry Estimation ModelsCode2
Foundational Models Defining a New Era in Vision: A Survey and OutlookCode2
FormalMATH: Benchmarking Formal Mathematical Reasoning of Large Language ModelsCode2
From Perfect to Noisy World Simulation: Customizable Embodied Multi-modal Perturbations for SLAM Robustness BenchmarkingCode2
BARS: Towards Open Benchmarking for Recommender SystemsCode2
A Dynamic Points Removal Benchmark in Point Cloud MapsCode2
Fino1: On the Transferability of Reasoning Enhanced LLMs to FinanceCode2
GDGB: A Benchmark for Generative Dynamic Text-Attributed Graph LearningCode2
GEOBench-VLM: Benchmarking Vision-Language Models for Geospatial TasksCode2
HoTPP Benchmark: Are We Good at the Long Horizon Events Forecasting?Code2
Know Me, Respond to Me: Benchmarking LLMs for Dynamic User Profiling and Personalized Responses at ScaleCode2
MultiPL-E: A Scalable and Extensible Approach to Benchmarking Neural Code GenerationCode2
Exponentially Faster Language ModellingCode2
Extended Agriculture-Vision: An Extension of a Large Aerial Image Dataset for Agricultural Pattern AnalysisCode2
Event-Based Motion MagnificationCode2
FairMedFM: Fairness Benchmarking for Medical Imaging Foundation ModelsCode2
EV2Gym: A Flexible V2G Simulator for EV Smart Charging Research and BenchmarkingCode2
A Survey on Multimodal Benchmarks: In the Era of Large AI ModelsCode2
A Survey on Graph Neural Networks for Remaining Useful Life Prediction: Methodologies, Evaluation and Future TrendsCode2
A Toolkit for Reliable Benchmarking and Research in Multi-Objective Reinforcement LearningCode2
FluidLab: A Differentiable Environment for Benchmarking Complex Fluid ManipulationCode2
EQ-Bench: An Emotional Intelligence Benchmark for Large Language ModelsCode2
Fortuna: A Library for Uncertainty Quantification in Deep LearningCode2
EvalGIM: A Library for Evaluating Generative Image ModelsCode2
Aria Digital Twin: A New Benchmark Dataset for Egocentric 3D Machine PerceptionCode2
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1GPT-4 TurboACC0.56—Unverified