A visual agent benchmark for interface reasoning and task execution over screenshots or software surfaces.
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.
Qwen3.6 launch benchmarksVersion
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.
A visual agent benchmark for interface reasoning and task execution over screenshots or software surfaces.
No models have been evaluated on TIR-Bench yet.
0 AI models have been evaluated on TIR-Bench on BenchLM.
Get notified when new models drop, benchmark scores change, or the leaderboard shifts. One email per week.
Free. No spam. Unsubscribe anytime. We only store derived location metadata for consent routing.