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.
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.
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.
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