新闻
Benchmarks as Software: Terminal-Bench and the Case for Continuous Benchmarks
arXiv cs.AI · 发布于 · 阅读约3分钟
30秒读懂
- 发生了什么
- Researchers propose treating benchmarks as living software requiring continuous maintenance, releasing Terminal-Bench 2.1 with fixes addressing 30% of prior version issues.
- 为何重要
- Engineers evaluating coding agents or LLM systems need this when benchmark scores diverge from actual model capabilities or when infrastructure changes invalidate test assumptions.
- 注意
- Repairs changed accuracy by 10+ points and leaderboard rankings by up to three positions, showing benchmark maintenance directly affects performance claims and model comparisons.
- agent
- llm
- eval
- benchmark
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