About TIR-Bench
Definition and scoring
- Organisation
- Qwen
- Category
- Multimodal
- Version
- 2026
- Direction
- higher is better
- Ranking use
- Reference
- Contamination risk
- Unknown
A visual agent benchmark for interface reasoning and task execution over screenshots or software surfaces. Results stay tied to the exact model variant and evaluation system. Multiple systems for the same model use the best published score on this page; overall Lumina scoring uses the median of ranking-eligible rows.
Open benchmark source ↗