Qwen 2.5 VL 7B vs.Cosmos Reason2 2B
Passed:
Qwen 2.5 VL 7B 55.6% (45/81)
Cosmos Reason2 2B 41.5% (34/82)
Average request time:
Qwen 2.5 VL 7B 45.63s
Cosmos Reason2 2B 1.94s
Passed:
Qwen 2.5 VL 7B 55.6% (45/81)
Cosmos Reason2 2B 41.5% (34/82)
Average request time:
Qwen 2.5 VL 7B 45.63s
Cosmos Reason2 2B 1.94s
Summary
Annotation Understanding
Qwen 2.5 VL 7B
1 / 2
Cosmos Reason2 2B
0 / 2
CAPTCHA
Qwen 2.5 VL 7B
2 / 2
Cosmos Reason2 2B
2 / 2
Color Identification
Qwen 2.5 VL 7B
0 / 1
Cosmos Reason2 2B
1 / 1
Defect Detection
Qwen 2.5 VL 7B
9 / 15
Cosmos Reason2 2B
9 / 15
Document Understanding
Qwen 2.5 VL 7B
8 / 10
Cosmos Reason2 2B
4 / 10
Localization
Qwen 2.5 VL 7B
1 / 1
Cosmos Reason2 2B
0 / 1
OCR
Qwen 2.5 VL 7B
6 / 9
Cosmos Reason2 2B
6 / 9
Object Counting
Qwen 2.5 VL 7B
1 / 9
Cosmos Reason2 2B
1 / 11
Object Detection
Qwen 2.5 VL 7B
1 / 2
Cosmos Reason2 2B
1 / 2
Object Measurement
Qwen 2.5 VL 7B
0 / 1
Cosmos Reason2 2B
0 / 1
Object Understanding
Qwen 2.5 VL 7B
5 / 11
Cosmos Reason2 2B
6 / 11
Receipt Reading
Qwen 2.5 VL 7B
0 / 1
Cosmos Reason2 2B
1 / 1
Sign Understanding
Qwen 2.5 VL 7B
2 / 2
Cosmos Reason2 2B
2 / 2
Spatial Relations
Qwen 2.5 VL 7B
11 / 17
Cosmos Reason2 2B
4 / 17
Web Action Understanding
Qwen 2.5 VL 7B
4 / 4
Cosmos Reason2 2B
0 / 4
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