2026
Holistic Agent Leaderboard: The Missing Infrastructure for AI Agent Evaluation
ICLR 2026poster
AI agents have been developed for complex real-world tasks from coding to customer service. But AI agent evaluations suffer from many challenges that undermine our understanding of how well agents really work (Figure 1). We introduce the Holistic Agent Leaderboard (HAL) to address these challenges.…