SOTAVerified

Benchmarking

Papers

Showing 251300 of 5548 papers

TitleStatusHype
FM-Planner: Foundation Model Guided Path Planning for Autonomous Drone NavigationCode1
Laparoscopic Image Desmoking Using the U-Net with New Loss Function and Integrated Differentiable Wiener FilterCode0
AMQA: An Adversarial Dataset for Benchmarking Bias of LLMs in Medicine and HealthcareCode0
Benchmarking Multimodal Knowledge Conflict for Large Multimodal ModelsCode1
AgentRecBench: Benchmarking LLM Agent-based Personalized Recommender Systems0
MineAnyBuild: Benchmarking Spatial Planning for Open-world AI AgentsCode1
Beyond Specialization: Benchmarking LLMs for Transliteration of Indian Languages0
OB3D: A New Dataset for Benchmarking Omnidirectional 3D Reconstruction Using BlenderCode1
Benchmarking Large Multimodal Models for Ophthalmic Visual Question Answering with OphthalWeChat0
A Unified Solution to Video Fusion: From Multi-Frame Learning to Benchmarking0
Calibrating Pre-trained Language Classifiers on LLM-generated Noisy Labels via Iterative RefinementCode0
PathBench: A comprehensive comparison benchmark for pathology foundation models towards precision oncology0
TDVE-Assessor: Benchmarking and Evaluating the Quality of Text-Driven Video Editing with LMMs0
Automated Text-to-Table for Reasoning-Intensive Table QA: Pipeline Design and Benchmarking InsightsCode0
FinLoRA: Benchmarking LoRA Methods for Fine-Tuning LLMs on Financial DatasetsCode0
Transformers in Protein: A Survey0
Benchmarking and Enhancing LLM Agents in Localizing Linux Kernel BugsCode0
Synthetic Time Series Forecasting with Transformer Architectures: Extensive Simulation BenchmarksCode0
EuroCon: Benchmarking Parliament Deliberation for Political Consensus Finding0
StructEval: Benchmarking LLMs' Capabilities to Generate Structural Outputs0
AssistedDS: Benchmarking How External Domain Knowledge Assists LLMs in Automated Data Science0
SeePhys: Does Seeing Help Thinking? -- Benchmarking Vision-Based Physics ReasoningCode1
DeepResearchGym: A Free, Transparent, and Reproducible Evaluation Sandbox for Deep Research0
Are Vision Language Models Ready for Clinical Diagnosis? A 3D Medical Benchmark for Tumor-centric Visual Question AnsweringCode1
SpokenNativQA: Multilingual Everyday Spoken Queries for LLMs0
Benchmarking Laparoscopic Surgical Image Restoration and BeyondCode2
Where Paths Collide: A Comprehensive Survey of Classic and Learning-Based Multi-Agent Pathfinding0
EnvSDD: Benchmarking Environmental Sound Deepfake Detection0
Retrieval-Augmented Generation for Service Discovery: Chunking Strategies and Benchmarking0
Benchmarking Large Language Models for Cyberbullying Detection in Real-World YouTube Comments0
Towards Emotionally Consistent Text-Based Speech Editing: Introducing EmoCorrector and The ECD-TSE DatasetCode0
Business as Rulesual: A Benchmark and Framework for Business Rule Flow Modeling with LLMs0
From Generation to Detection: A Multimodal Multi-Task Dataset for Benchmarking Health Misinformation0
CRMArena-Pro: Holistic Assessment of LLM Agents Across Diverse Business Scenarios and InteractionsCode2
LogicCat: A Chain-of-Thought Text-to-SQL Benchmark for Multi-Domain Reasoning ChallengesCode0
Benchmarking and Rethinking Knowledge Editing for Large Language ModelsCode0
SPDEBench: An Extensive Benchmark for Learning Regular and Singular Stochastic PDEsCode0
SAMA: Towards Multi-Turn Referential Grounded Video Chat with Large Language Models0
ChartGalaxy: A Dataset for Infographic Chart Understanding and GenerationCode3
Benchmarking Poisoning Attacks against Retrieval-Augmented Generation0
So-Fake: Benchmarking and Explaining Social Media Image Forgery Detection0
MMMG: a Comprehensive and Reliable Evaluation Suite for Multitask Multimodal Generation0
Benchmark for Antibody Binding Affinity Maturation and Design0
U2-BENCH: Benchmarking Large Vision-Language Models on Ultrasound Understanding0
3D Face Reconstruction Error Decomposed: A Modular Benchmark for Fair and Fast Method EvaluationCode0
A Position Paper on the Automatic Generation of Machine Learning LeaderboardsCode0
SemSegBench & DetecBench: Benchmarking Reliability and Generalization Beyond ClassificationCode0
PawPrint: Whose Footprints Are These? Identifying Animal Individuals by Their Footprints0
PerMedCQA: Benchmarking Large Language Models on Medical Consumer Question Answering in Persian Language0
FullFront: Benchmarking MLLMs Across the Full Front-End Engineering WorkflowCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1GPT-4 TurboACC0.56Unverified