THUDM/AgentBench
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A Comprehensive Benchmark to Evaluate LLMs as Agents (ICLR'24)
About
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The current repository contains the function-calling version of AgentBench, integrated with AgentRL, an end-to-end multitask and mutliturn LLM Agent RL framework. If you wish to use the older version, you can revert to v0.1 and v0.2.
Comparing to the original AgentBench, this version uses a function-calling style prompt, and adds fully-containerized deployment support for the following tasks:
We support a quick one-command setup for all the above tasks using Docker Compose.
Before starting, please download or build the following Docker images required by the tasks:
To run the KG freebase server, you will also…
Excerpted from github.com/THUDM/AgentBench
Latest metrics
| Stars | 3.6k | 2026-07-16 |
|---|---|---|
| Forks | 270 | 2026-07-16 |
| Commits | 75 | 2026-07-16 |
| Releases | 0 | 2026-07-16 |
| Watchers | 26 | 2026-07-16 |
| Open issues | 62 | 2026-07-16 |
| Open PRs | 12 | 2026-07-16 |