TemporalBench - FreshRetailNet T3: leaderboard
TemporalBench FreshRetailNet retail slice for T3 temporal reasoning over commerce sequences.
Metric: Accuracy (%). Source: huggingface.co. 13 models tracked.
Top models
| # | Model | Score | Overall rank |
|---|---|---|---|
| 1 | TimeSeries Scientist (deepseek-chat) | 34.09 | |
| 2 | TimeClaw (deepseek-v4-pro) | 21.02 | |
| 3 | CAMEL (deepseek-chat) | 19.89 | |
| 4 | Single LLM (deepseek-chat) | 16.85 | |
| 5 | TimeCopilot (deepseek-chat) | 15.91 | |
| 6 | AgentScope (gpt-4o) | 13.64 | |
| 7 | TimeCopilot (deepseek-v4-pro) | 13.07 | |
| 8 | CAMEL (gpt-4o) | 6.25 | |
| 9 | AgentScope (deepseek-chat) | 5.68 | |
| 10 | MetaGPT (deepseek-chat) | 5.11 |
Interactive version: theaggregate.ai/benchmark?slug=temporalbench-freshretailnet-t3 · How It Works · Data refreshed daily, snapshot 2026-10-20.