AJ-Bench provides 155 tasks in three domains to evaluate environment-interacting agent judges, showing performance gains over LLM-as-a-Judge but exposing remaining verification challenges.
This places: - **Left edge:**`x = 930` - **Right edge:**`x = 1186` This is clearly on the **right side** of the slide
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AJ-Bench: Benchmarking Agent-as-a-Judge for Environment-Aware Evaluation
AJ-Bench provides 155 tasks in three domains to evaluate environment-interacting agent judges, showing performance gains over LLM-as-a-Judge but exposing remaining verification challenges.