TIR-Bench
We show this table for reference; we do not rank on it.
A visual agent benchmark for interface reasoning and task execution over screenshots or software surfaces.
About TIR-Bench
Year
2026
Tasks
Visual agent and interface reasoning
Format
Screenshot-grounded task reasoning
Difficulty
Computer-use visual reasoning
TIR-Bench appears in Qwen's launch tables as a visual-agent benchmark with separate submetrics. BenchLM tracks it as a display-only row while preserving the exact values published by providers.
Freshness and provenance
Version
TIR-Bench 2026
Refresh cadence
Quarterly
Staleness state
Current
Question availability
Public benchmark set
BenchLM uses freshness metadata to decide whether a benchmark should still be treated as a strong differentiator, a benchmark to watch, or a display-only reference. For the full scoring policy, see the BenchLM methodology page.
Questions
What does TIR-Bench measure?
A visual agent benchmark for interface reasoning and task execution over screenshots or software surfaces.
Which model scores highest on TIR-Bench?
No models have been evaluated on TIR-Bench yet.
How many models are evaluated on TIR-Bench?
0 AI models have been evaluated on TIR-Bench on BenchLM.
Know when it’s worth switching models
The model to choose, the cheaper alternative, and the release we would wait on.
Read a sample issueJoin 2,000+ readers.
One email each week. Unsubscribe anytime.