TemporalBench - CausalChambers T2: leaderboard

Metric: Accuracy (%). Source: huggingface.co. 13 models tracked.

Top models

#ModelScore
1CAMEL (gpt-4o)66
2CAMEL (deepseek-chat)65.33
3TimeClaw (deepseek-v4-pro)64
4MetaGPT (gpt-4o)59.33
5AgentScope (deepseek-chat)47.33
6AgentScope (gpt-4o)46
7Single LLM (gpt-4o)27.33
8MetaGPT (deepseek-chat)22
9Single LLM (deepseek-chat)19.33
10TimeSeries Scientist (deepseek-chat)2.67

Interactive version: theaggregate.ai/benchmark?slug=temporalbench-causalchambers-t2 · How It Works · Data refreshed daily, snapshot 2026-09-05.