Tag: AI evaluation
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AgentEscapeBench: Benchmarking Tool-Grounded Reasoning in LLMs
Discover how AgentEscapeBench evaluates LLM agents' reasoning with external tools in complex, out-of-domain tasks, highlighting key challenges and insights...
Testing Adversarial Robustness of RL-Trained Empathetic Agents
Explore how RL-trained empathetic agents withstand adversarial emotional scenarios using the Adversarial Empathy Benchmark and Emotional Consistency Score.
XL-SafetyBench: Benchmarking LLM Safety & Cultural Sensitivity
Discover XL-SafetyBench, a cross-cultural benchmark testing LLM safety and cultural sensitivity across 10 country-language pairs with advanced metrics.
Unified Benchmark for Knowledge Graphs & GNN Evaluation
Discover a unified benchmark to evaluate knowledge graph construction methods and graph neural networks in biomedical AI applications.
Assessing Privacy Awareness of VLMs in Real-World Settings
Explore how Vision-Language Models struggle with privacy awareness in physical environments and the need for improved evaluation frameworks.