success rate
Success rate is a performance metric that quantifies the proportion of correct predictions made by a model relative to total attempts. It offers insights into model reliability in practical applications.
- 3DLLM-Mem: Long-Term Spatial-Temporal Memory for Embodied 3D Large Language Model
- AI Research Agents for Machine Learning: Search, Exploration, and Generalization in MLE-bench
- BeliefMapNav: 3D Voxel-Based Belief Map for Zero-Shot Object Navigation
- BridgeVLA: Input-Output Alignment for Efficient 3D Manipulation Learning with Vision-Language Models
- GSO: Challenging Software Optimization Tasks for Evaluating SWE-Agents
- Graph Neural Network Based Action Ranking for Planning
- MLZero: A Multi-Agent System for End-to-end Machine Learning Automation
- Repo2Run: Automated Building Executable Environment for Code Repository at Scale