Terminal-Bench 2.0

Warning: The leaderboard above is unofficial. The official leaderboard is https://www.tbench.ai/leaderboard/terminal-bench/2.0, in which entires are audited for correct configuration, results show which agent harness is used, and verified trajectories are publicly viewable. Warning: The dataset is a read-only mirror. T

Papers using Terminal-Bench 2.0 (12)

Socratic-SWE: Self-Evolving Coding Agents via Trace-Derived Agent Skills2026HarnessBridge: Learnable Bidirectional Controller for LLM Agent Harness2026Remember When It Matters: Proactive Memory Agent for Long-Horizon Agents2026LiteCoder-Terminal: Scaling Long-Horizon Terminal Environments for Learning Language Agents2026Terminal-World: Scaling Terminal-Agent Environments via Agent Skills2026ECHO: Terminal Agents Learn World Models for Free2026CompactionRL: Reinforcement Learning with Context Compaction for Long-Horizon Agents2026What Makes Interaction Trajectories Effective for Training Terminal Agents?2026APEX: Adaptive Principle EXtraction A Three-Layer Self-Evolution Framework for Production AI Agents2026SEAGym: An Evaluation Environment for Self-Evolving LLM Agents2026Terminal-bench: Benchmarking Agents On Hard, Realistic Tasks In Command Line Interfaces2026SkillsVote: Lifecycle Governance of Agent Skills from Collection, Recommendation to Evolution2026