BA-Calendar
Phi-4-reasoning 67.7% Models find a common meeting slot for several people under constraints such as time zones, buffer time and priority. 2,000 problems checked by code.
Built with the BenchAgents method and used in Eureka ML Insights.
- Made by
- Microsoft Research
- Released
- October 2024
- Kind
- Abstract puzzles and logic
- Level
- Everyday
- Scored
- Checked automatically
- Answers
- Short answer
- Tasks
- All public
- Last in a system card
- April 2025
- Last model added
- April 2025
Phi-4-reasoning leads with 67.7%
Best score per model as labs report them in their own cards. Labs pick their own settings, so these compare less cleanly than independent runs.
Source: Labs’ model cards
| # | Model | Score | Setting | Date | Source |
|---|---|---|---|---|---|
| 1 | Phi-4-reasoning | 67.7% | Apr 2025 | Lab model card | |
| 2 | Phi-4-Reasoning-plus | 65.6% | Apr 2025 | Lab model card |
Scores over time
All the scores we have, one dot each, so a model tested at several settings appears more than once.
Source: Labs’ model cards
Labs report it only in system cards
We read the headline results of 522 launch posts from 52 labs, and none of them list this benchmark. Some system cards do, below.
2 system cards report it, from 1 lab
Besides launch posts, we read the system cards, model cards and technical reports labs publish with a release. They report far more, including safety and frontier-risk tests.
| Date | Document | Score | As the document writes it | Section |
|---|---|---|---|---|
| Apr 30, 2025 | Phi-4-reasoning technical report | 67.7 | BA Calendar, average pass@1 (Figure 8, printed bar label) | Capabilities |
| Apr 30, 2025 | Phi-4-Reasoning-plus technical report | 65.6 | BA Calendar, average pass@1 (Figure 8, printed bar label) | Capabilities |
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