Tag: agent benchmarking
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EnvTrustBench: Benchmarking Evidence-Grounding Defects in LLMs
Discover EnvTrustBench, a framework to benchmark and reduce evidence-grounding defects in LLM agents caused by overtrusting environmental evidence.
SREGym: Benchmarking AI SRE Agents with Real Failures
Discover SREGym, a high-fidelity benchmark for AI SRE agents that simulates real-world failure scenarios to improve reliability and performance.
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.
Reward Hacking Benchmark: Testing Exploits in LLM Agents
Discover how the Reward Hacking Benchmark evaluates exploit risks in RL-trained LLM agents using tools, revealing vulnerabilities and mitigation strategies...
Benchmarking Super-Resolution Models for Remote Sensing Tasks
Explore GeoSR-Bench: a new benchmark linking super-resolution models to real-world remote sensing tasks for improved Earth observation results.