TIR-Bench

TIR-Bench - tool-integrated reasoning benchmark for visual mathematical problem solving. Reports with CI / without CI scores.

Category

Vision & Language

Max Score

—

Score Type

percent

Active

Yes

Model Scores

Scores for TIR-Bench

Model Score Date Verified
Qwen3.5-4B
40.62%
01.02.2026 Verified
Qwen3.5-122B-A10B
81.25%
01.02.2026 Verified
Qwen3.5-27B
100.00%
01.02.2026 Unverified
Claude-Sonnet-4.5
8.52%
01.02.2026 Unverified
Qwen3.5-35B-A3B
87.78%
01.02.2026 Unverified
GPT-5-mini 2025-08-07
24.60
01.02.2026 Unverified
Qwen3-235B-A22B
14.77%
01.02.2026 Unverified
Qwen3-VL-235B-A22B
14.77%
01.02.2026 Verified