SOTAVerified

Benchmarking

Papers

Showing 11011150 of 5548 papers

TitleStatusHype
Underwater Image Restoration Through a Prior Guided Hybrid Sense Approach and Extensive Benchmark AnalysisCode1
Tougher Text, Smarter Models: Raising the Bar for Adversarial Defence BenchmarksCode0
ANTHROPOS-V: benchmarking the novel task of Crowd Volume EstimationCode0
AI-Powered Cow Detection in Complex Farm Environments0
QuArch: A Question-Answering Dataset for AI Agents in Computer Architecture0
PSYCHE: A Multi-faceted Patient Simulation Framework for Evaluation of Psychiatric Assessment Conversational Agents0
Benchmarking Constraint-Based Bayesian Structure Learning Algorithms: Role of Network Topology0
BoxingGym: Benchmarking Progress in Automated Experimental Design and Model DiscoveryCode0
CySecBench: Generative AI-based CyberSecurity-focused Prompt Dataset for Benchmarking Large Language ModelsCode1
CodeElo: Benchmarking Competition-level Code Generation of LLMs with Human-comparable Elo Ratings0
MSC-Bench: Benchmarking and Analyzing Multi-Sensor Corruption for Driving Perception0
TabTreeFormer: Tabular Data Generation Using Hybrid Tree-Transformer0
State-of-the-art AI-based Learning Approaches for Deepfake Generation and Detection, Analyzing Opportunities, Threading through Pros, Cons, and Future Prospects0
CheXwhatsApp: A Dataset for Exploring Challenges in the Diagnosis of Chest X-rays through Mobile Devices0
Six-CD: Benchmarking Concept Removals for Text-to-image Diffusion Models0
InterAct: Advancing Large-Scale Versatile 3D Human-Object Interaction Generation0
Segmenting Maxillofacial Structures in CBCT Volumes0
SVLTA: Benchmarking Vision-Language Temporal Alignment via Synthetic Video Situation0
Sketchtopia: A Dataset and Foundational Agents for Benchmarking Asynchronous Multimodal Communication with Iconic Feedback0
CroCoDL: Cross-device Collaborative Dataset for Localization0
RCP-Bench: Benchmarking Robustness for Collaborative Perception Under Diverse CorruptionsCode0
CholecTrack20: A Multi-Perspective Tracking Dataset for Surgical Tools0
nnWNet: Rethinking the Use of Transformers in Biomedical Image Segmentation and Calling for a Unified Evaluation BenchmarkCode2
On the Utility of Equivariance and Symmetry Breaking in Deep Learning Architectures on Point Clouds0
Geometry Matters: Benchmarking Scientific ML Approaches for Flow Prediction around Complex Geometries0
OCRBench v2: An Improved Benchmark for Evaluating Large Multimodal Models on Visual Text Localization and ReasoningCode4
A review of faithfulness metrics for hallucination assessment in Large Language Models0
AraSTEM: A Native Arabic Multiple Choice Question Benchmark for Evaluating LLMs Knowledge In STEM Subjects0
Measuring Large Language Models Capacity to Annotate Journalistic Sourcing0
TrajLearn: Trajectory Prediction Learning using Deep Generative ModelsCode1
UnrealZoo: Enriching Photo-realistic Virtual Worlds for Embodied AI0
SecBench: A Comprehensive Multi-Dimensional Benchmarking Dataset for LLMs in Cybersecurity0
Stratify: Unifying Multi-Step Forecasting Strategies0
On dataset transferability in medical image classificationCode0
Towards Ideal Temporal Graph Neural Networks: Evaluations and Conclusions after 10,000 GPU Hours0
Machine Generated Product Advertisements: Benchmarking LLMs Against Human Performance0
How Propense Are Large Language Models at Producing Code Smells? A Benchmarking Study0
The Jungle of Generative Drug Discovery: Traps, Treasures, and Ways Out0
Re-assessing ImageNet: How aligned is its single-label assumption with its multi-label nature?0
MixMAS: A Framework for Sampling-Based Mixer Architecture Search for Multimodal Fusion and LearningCode0
A Deep Reinforcement Learning Framework for Dynamic Portfolio Optimization: Evidence from China's Stock MarketCode0
Factuality or Fiction? Benchmarking Modern LLMs on Ambiguous QA with Citations0
StructTest: Benchmarking LLMs' Reasoning through Compositional Structured Outputs0
Benchmarking Generative AI Models for Deep Learning Test Input GenerationCode0
Multimodal Deep Reinforcement Learning for Portfolio Optimization0
SCBench: A Sports Commentary Benchmark for Video LLMs0
SMAC-Hard: Enabling Mixed Opponent Strategy Script and Self-play on SMACCode1
On the Generalization Ability of Machine-Generated Text DetectorsCode1
Chumor 2.0: Towards Benchmarking Chinese Humor UnderstandingCode0
Dora: Sampling and Benchmarking for 3D Shape Variational Auto-EncodersCode4
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1GPT-4 TurboACC0.56Unverified