- AI2D_TEST (default mode) 84.8
- ChartQA_TEST (default mode) 83.3
- HallusionBench (default mode) 64.4
- MathVerse_MINI (default mode) 44.9
- MathVision_MINI (default mode) 36.2
- MathVista_MINI (default mode) 75.2
- MMMU_VAL (default mode) 54.3
- MMStar (default mode) 64.5
- OCRBench (default mode) 76
- ScreenSpot_v2 (default mode) 88.2
Phi-4-Reasoning-Vision-15B
Phi-4-Reasoning-Vision-15B.
11
Benchmarks with a score
0
Ranked first, out of five or more models
0
In the top three
Phi-4-Reasoning-Vision-15B
Open weights Small
No Epoch Capabilities Index score yet
- HallusionBench 64.4% #10 /23
- MATH-Vision (MathVision) 36.2% #41 /42
- MathVista 75.2% #30 /64
Where it ranks
Its best score on each benchmark, and where that ranks among every model with a score there. We rank each model once, at its best setting.
Knowledge and language
| Benchmark | Score | Rank | Source | |
|---|---|---|---|---|
| HallusionBench | 64.4% | #10 of 23 | Model card |
Agents and tools
| Benchmark | Score | Rank | Source | |
|---|---|---|---|---|
| ScreenSpot-v2 | 88.2% | #12 of 14 | Model card |
Vision, audio and robotics
| Benchmark | Score | Rank | Source | |
|---|---|---|---|---|
| MathVista | 75.2% | #30 of 64 | Model card | |
| ChartQA | 83.3% | #23 of 37 | Model card | |
| AI2D | 84.8% | #34 of 44 | Model card | |
| MMStar | 64.5% | #26 of 30 | Model card | |
| MMMU | 54.3% | #88 of 97 | Model card | |
| OCRBench | 76% | #27 of 28 | Model card | |
| MATH-Vision (MathVision) | 36.2% | #41 of 42 | Model card | |
| MathVerse | 44.9% | #12 of 12 | Model card |
Safety and security
| Benchmark | Score | Rank | Source | |
|---|---|---|---|---|
| Harmful content defect rate (Azure AI Evaluation SDK, Microsoft) | 1.40% | #1 of 3 | Model card |
Its launch post
The benchmarks the lab chose to headline, with the scores it gave.
Its system card
Every result in the longer documents the lab published with it. 1 of them isn't in the launch post.
Phi-4-reasoning-vision-15B Technical Report 4 Mar 2026
Capabilities
- AI2D 84.8
- ChartQA 83.3
- MathVerse 44.9
- MATH-Vision (MathVision) 36.2
- MathVista 75.2
- MMMU 54.3
- MMStar 64.5
- OCRBench 76
- ScreenSpot-v2 88.2
Hallucination
- HallusionBench 64.4