Claude 4 Sonnet vs.Cohere Aya Vision 8B
Passed:
Claude 4 Sonnet 71.1% (59/83)
Cohere Aya Vision 8B 36.1% (30/83)
Average request time:
Claude 4 Sonnet 19.72s
Cohere Aya Vision 8B 10.97s
Passed:
Claude 4 Sonnet 71.1% (59/83)
Cohere Aya Vision 8B 36.1% (30/83)
Average request time:
Claude 4 Sonnet 19.72s
Cohere Aya Vision 8B 10.97s
Summary
Annotation Understanding
Claude 4 Sonnet
2 / 2
Cohere Aya Vision 8B
1 / 2
CAPTCHA
Claude 4 Sonnet
2 / 2
Cohere Aya Vision 8B
0 / 2
Color Identification
Claude 4 Sonnet
0 / 1
Cohere Aya Vision 8B
0 / 1
Defect Detection
Claude 4 Sonnet
12 / 15
Cohere Aya Vision 8B
9 / 15
Document Understanding
Claude 4 Sonnet
9 / 10
Cohere Aya Vision 8B
1 / 10
Localization
Claude 4 Sonnet
0 / 1
Cohere Aya Vision 8B
0 / 1
OCR
Claude 4 Sonnet
7 / 9
Cohere Aya Vision 8B
3 / 9
Object Counting
Claude 4 Sonnet
2 / 11
Cohere Aya Vision 8B
2 / 11
Object Detection
Claude 4 Sonnet
2 / 2
Cohere Aya Vision 8B
2 / 2
Object Measurement
Claude 4 Sonnet
1 / 1
Cohere Aya Vision 8B
0 / 1
Object Understanding
Claude 4 Sonnet
8 / 11
Cohere Aya Vision 8B
4 / 11
Receipt Reading
Claude 4 Sonnet
1 / 1
Cohere Aya Vision 8B
0 / 1
Sign Understanding
Claude 4 Sonnet
2 / 2
Cohere Aya Vision 8B
2 / 2
Spatial Relations
Claude 4 Sonnet
10 / 17
Cohere Aya Vision 8B
9 / 17
Web Action Understanding
Claude 4 Sonnet
4 / 4
Cohere Aya Vision 8B
1 / 4
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