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Phi-4-reasoning-vision-15B: Benchmark Scores as Published

Every result the catalog holds for Phi-4-reasoning-vision-15B: 10 tests in 2 areas, from 1 page. All were printed by Microsoft itself. Each number is as printed; nothing is ranked or rescored.

Developer MicrosoftReleased 2026-03-04Context window 16.4KInput Text, imageOutput TextWeights Open (MIT)Data version 2026103001, as of 2026-10-30

Computer Use

TestValuePrinted bySetup as printed
ScreenSpot-v288.3%Microsoft, Microsoft Phi-4-reasoning-vision-15B model cardchecked 2026-10-15Effort: force nothink; Harness: VLMEvalKit
88.1%Microsoft, Microsoft Phi-4-reasoning-vision-15B model cardchecked 2026-10-15Effort: force thinking; Harness: VLMEvalKit
88.2%Microsoft, Microsoft Phi-4-reasoning-vision-15B model cardchecked 2026-10-15Harness: VLMEvalKit

Multimodal Understanding

TestValuePrinted bySetup as printed
MMMU (validation)54.3%Microsoft, Microsoft Phi-4-reasoning-vision-15B model cardchecked 2026-10-15Harness: VLMEvalKit
52%Microsoft, Microsoft Phi-4-reasoning-vision-15B model cardchecked 2026-10-15Effort: force nothink; Harness: VLMEvalKit
55%Microsoft, Microsoft Phi-4-reasoning-vision-15B model cardchecked 2026-10-15Effort: force thinking; Harness: VLMEvalKit
MathVista (testmini)68.7%Microsoft, Microsoft Phi-4-reasoning-vision-15B model cardchecked 2026-10-15Effort: force nothink; Harness: VLMEvalKit
74.1%Microsoft, Microsoft Phi-4-reasoning-vision-15B model cardchecked 2026-10-15Effort: force thinking; Harness: VLMEvalKit
75.2%Microsoft, Microsoft Phi-4-reasoning-vision-15B model cardchecked 2026-10-15Harness: VLMEvalKit
AI2D (test)84.8%Microsoft, Microsoft Phi-4-reasoning-vision-15B model cardchecked 2026-10-15Harness: VLMEvalKit
84.7%Microsoft, Microsoft Phi-4-reasoning-vision-15B model cardchecked 2026-10-15Effort: force nothink; Harness: VLMEvalKit
79.7%Microsoft, Microsoft Phi-4-reasoning-vision-15B model cardchecked 2026-10-15Effort: force thinking; Harness: VLMEvalKit
OCRBench76%Microsoft, Microsoft Phi-4-reasoning-vision-15B model cardchecked 2026-10-15Harness: VLMEvalKit
75.6%Microsoft, Microsoft Phi-4-reasoning-vision-15B model cardchecked 2026-10-15Effort: force nothink; Harness: VLMEvalKit
73.7%Microsoft, Microsoft Phi-4-reasoning-vision-15B model cardchecked 2026-10-15Effort: force thinking; Harness: VLMEvalKit
HallusionBench63.9%Microsoft, Microsoft Phi-4-reasoning-vision-15B model cardchecked 2026-10-15Effort: force thinking; Harness: VLMEvalKit
64.4%Microsoft, Microsoft Phi-4-reasoning-vision-15B model cardchecked 2026-10-15Harness: VLMEvalKit
63.1%Microsoft, Microsoft Phi-4-reasoning-vision-15B model cardchecked 2026-10-15Effort: force nothink; Harness: VLMEvalKit
MMStar63.3%Microsoft, Microsoft Phi-4-reasoning-vision-15B model cardchecked 2026-10-15Effort: force nothink; Harness: VLMEvalKit
64.5%Microsoft, Microsoft Phi-4-reasoning-vision-15B model cardchecked 2026-10-15Harness: VLMEvalKit
63.9%Microsoft, Microsoft Phi-4-reasoning-vision-15B model cardchecked 2026-10-15Effort: force thinking; Harness: VLMEvalKit
ChartQA82.9%Microsoft, Microsoft Phi-4-reasoning-vision-15B model cardchecked 2026-10-15Effort: force thinking; Harness: VLMEvalKit
83.3%Microsoft, Microsoft Phi-4-reasoning-vision-15B model cardchecked 2026-10-15Harness: VLMEvalKit
76.5%Microsoft, Microsoft Phi-4-reasoning-vision-15B model cardchecked 2026-10-15Effort: force nothink; Harness: VLMEvalKit
MathVerse (mini)43.8%Microsoft, Microsoft Phi-4-reasoning-vision-15B model cardchecked 2026-10-15Effort: force nothink; Harness: VLMEvalKit
53.1%Microsoft, Microsoft Phi-4-reasoning-vision-15B model cardchecked 2026-10-15Effort: force thinking; Harness: VLMEvalKit
44.9%Microsoft, Microsoft Phi-4-reasoning-vision-15B model cardchecked 2026-10-15Harness: VLMEvalKit
MathVision (mini)34.2%Microsoft, Microsoft Phi-4-reasoning-vision-15B model cardchecked 2026-10-15Effort: force nothink; Harness: VLMEvalKit
36.2%Microsoft, Microsoft Phi-4-reasoning-vision-15B model cardchecked 2026-10-15Effort: force thinking; Harness: VLMEvalKit
36.2%Microsoft, Microsoft Phi-4-reasoning-vision-15B model cardchecked 2026-10-15Harness: VLMEvalKit

More from Microsoft

Every number here is read from the same catalog file as the benchmark table, data version 2026103001. Where one page printed the model under several setups, each value is listed. The catalog is public in armanobosyan/sugra-llm-benchmarks; a wrong number can be reported from the table, with Report an error under the value, or as an issue in that repository.