benchmark dataset
A curated dataset used specifically for measuring the performance of AI models, often providing a baseline for comparison in research.
- A Multimodal Benchmark for Framing of Oil & Gas Advertising and Potential Greenwashing Detection
- A Technical Report on “Erasing the Invisible”: The 2024 NeurIPS Competition on Stress Testing Image Watermarks
- Association-Focused Path Aggregation for Graph Fraud Detection
- AutoData: A Multi-Agent System for Open Web Data Collection
- Benchmarking Egocentric Multimodal Goal Inference for Assistive Wearable Agents
- COCONut-PanCap: Joint Panoptic Segmentation and Grounded Captions for Fine-Grained Understanding and Generation
- CSI-Bench: A Large-Scale In-the-Wild Dataset for Multi-task WiFi Sensing
- CarbonGlobe: A Global-Scale, Multi-Decade Dataset and Benchmark for Carbon Forecasting in Forest Ecosystems
- CoralVQA: A Large-Scale Visual Question Answering Dataset for Coral Reef Image Understanding
- CosmoBench: A Multiscale, Multiview, Multitask Cosmology Benchmark for Geometric Deep Learning
- DAVE: Diagnostic benchmark for Audio Visual Evaluation
- DETree: DEtecting Human-AI Collaborative Texts via Tree-Structured Hierarchical Representation Learning
- DataSIR: A Benchmark Dataset for Sensitive Information Recognition
- Decompile-Bench: Million-Scale Binary-Source Function Pairs for Real-World Binary Decompilation
- From Pixels to Views: Learning Angular-Aware and Physics-Consistent Representations for Light Field Microscopy
- Gaze Beyond the Frame: Forecasting Egocentric 3D Visual Span
- HouseLayout3D: A Benchmark and Training-free Baseline for 3D Layout Estimation in the Wild
- LawShift: Benchmarking Legal Judgment Prediction Under Statute Shifts
- MMOT: The First Challenging Benchmark for Drone-based Multispectral Multi-Object Tracking
- MSTAR: Box-free Multi-query Scene Text Retrieval with Attention Recycling
- PF∆: A Benchmark Dataset for Power Flow under Load, Generation, and Topology Variations
- PSI: A Benchmark for Human Interpretation and Response in Traffic Interactions
- ProteinConformers: Benchmark Dataset for Simulating Protein Conformational Landscape Diversity and Plausibility
- QCircuitBench: A Large-Scale Dataset for Benchmarking Quantum Algorithm Design
- RESAnything: Attribute Prompting for Arbitrary Referring Segmentation
- RSCC: A Large-Scale Remote Sensing Change Caption Dataset for Disaster Events
- RoomEditor: High-Fidelity Furniture Synthesis with Parameter-Sharing U-Net
- SeasonBench-EA: A Multi-Source Benchmark for Seasonal Prediction and Numerical Model Post-Processing in East Asia
- Sheetpedia: A 300K-Spreadsheet Corpus for Spreadsheet Intelligence and LLM Fine-Tuning
- SpecMAS: A Multi-Agent System for Self-Verifying System Generation via Formal Model Checking
- Towards Comprehensive Scene Understanding: Integrating First and Third-Person Views for LVLMs
- Tracking and Understanding Object Transformations
- TreeFinder: A US-Scale Benchmark Dataset for Individual Tree Mortality Monitoring Using High-Resolution Aerial Imagery
- VR-Drive: Viewpoint-Robust End-to-End Driving with Feed-Forward 3D Gaussian Splatting