benchmark

Are Large Language Models Ready for Multi-Turn Tabular Data Analysis? ICML 2025 AT-Drone: Benchmarking Adaptive Teaming in Multi-Drone Pursuit CoRL 2025 AutoAdvExBench: Benchmarking Autonomous Exploitation of Adversarial Example Defenses ICML 2025 Benchmarking Abstract and Reasoning Abilities Through A Theoretical Perspective ICML 2025 BranchOut: Capturing Realistic Multimodality in Autonomous Driving Decisions CoRL 2025 CodeSteer: Symbolic-Augmented Language Models via Code/Text Guidance ICML 2025 CodeSync: Synchronizing Large Language Models with Dynamic Code Evolution at Scale ICML 2025 Compositional Condition Question Answering in Tabular Understanding ICML 2025 Core Knowledge Deficits in Multi-Modal Language Models ICML 2025 DataDecide: How to Predict Best Pretraining Data with Small Experiments ICML 2025 DIS-CO: Discovering Copyrighted Content in VLMs Training Data ICML 2025 From Crowdsourced Data to High-quality Benchmarks: Arena-Hard and Benchbuilder Pipeline ICML 2025 From Passive to Active Reasoning: Can Large Language Models Ask the Right Questions under Incomplete Information? ICML 2025 Function-to-Style Guidance of LLMs for Code Translation ICML 2025 GRU: Mitigating the Trade-off between Unlearning and Retention for LLMs ICML 2025 Guardians of Image Quality: Benchmarking Defenses Against Adversarial Attacks on Image Quality Metrics ICML 2025 Homophily Enhanced Graph Domain Adaptation ICML 2025 Implicit degree bias in the link prediction task ICML 2025 Is Complex Query Answering Really Complex? ICML 2025 LAION-C: An Out-of-Distribution Benchmark for Web-Scale Vision Models ICML 2025 LaRA: Benchmarking Retrieval-Augmented Generation and Long-Context LLMs – No Silver Bullet for LC or RAG Routing ICML 2025 LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models ICML 2025 LMAct: A Benchmark for In-Context Imitation Learning with Long Multimodal Demonstrations ICML 2025 Long-Form Speech Generation with Spoken Language Models ICML 2025 ManipBench: Benchmarking Vision-Language Models for Low-Level Robot Manipulation CoRL 2025