adjustable glasses illustration

eye chart illustration

clipboard illustration

lenses illustration

Cohere Aya Vision 8B vs.Phi 4 Multimodal

Passed:

Cohere Aya Vision 8B 36.1% (30/83)

Phi 4 Multimodal 49.4% (41/83)

Average request time:

Cohere Aya Vision 8B 10.97s

Phi 4 Multimodal 15.92s

Summary

Annotation Understanding

Cohere Aya Vision 8B 1 / 2

Phi 4 Multimodal 1 / 2

CAPTCHA

Cohere Aya Vision 8B 0 / 2

Phi 4 Multimodal 0 / 2

Color Identification

Cohere Aya Vision 8B 0 / 1

Phi 4 Multimodal 0 / 1

Counting nodes

Cohere Aya Vision 8B 0 / 1

Phi 4 Multimodal 0 / 1

Defect Detection

Cohere Aya Vision 8B 9 / 15

Phi 4 Multimodal 11 / 15

Document Understanding

Cohere Aya Vision 8B 1 / 10

Phi 4 Multimodal 7 / 10

Localization

Cohere Aya Vision 8B 0 / 1

Phi 4 Multimodal 0 / 1

OCR

Cohere Aya Vision 8B 3 / 9

Phi 4 Multimodal 5 / 9

Object Counting

Cohere Aya Vision 8B 2 / 10

Phi 4 Multimodal 0 / 10

Object Detection

Cohere Aya Vision 8B 2 / 2

Phi 4 Multimodal 2 / 2

Object Measurement

Cohere Aya Vision 8B 0 / 2

Phi 4 Multimodal 0 / 2

Object Understanding

Cohere Aya Vision 8B 4 / 11

Phi 4 Multimodal 5 / 11

Receipt Reading

Cohere Aya Vision 8B 0 / 1

Phi 4 Multimodal 1 / 1

Sign Understanding

Cohere Aya Vision 8B 2 / 2

Phi 4 Multimodal 2 / 2

Spatial Relations

Cohere Aya Vision 8B 9 / 17

Phi 4 Multimodal 7 / 17

Web Action Understanding

Cohere Aya Vision 8B 1 / 4

Phi 4 Multimodal 2 / 4

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