Benchmark
TIR-Bench
What is TIR-Bench?
A tool-calling and multimodal interaction benchmark for testing visual instruction following and execution reliability.
- Modality
- multimodal
- Evaluates
- multimodal, reasoning, agents, tool calling
- Openness
- unknown
- Importer
- LLM Stats
- Reported scores
- 4
Source provenance
- Original evidence https://api.zeroeval.com/leaderboard/benchmarks/tir-bench?top_n=500
TIR-Bench results and reported scores
LLM Stats
| Model | Organization | Reported value | Reported | Evidence |
|---|---|---|---|---|
| Qwen3.5-122B-A10B | Qwen | 0.532 | 2026-02-24 | evidence |
| Qwen3.5-27B | Qwen | 0.598 | 2026-02-24 | evidence |
| Qwen3.5-35B-A3B | Qwen | 0.555 | 2026-02-24 | evidence |
| Qwen3.6 Plus | Qwen | 0.616 | 2026-04-02 | evidence |
Scores are partitioned by the source that reported them and are never merged into a single cross-source ranking, because the sources measure different things and say so.