Cosmos Reason2 8B vs.LFM 2.5 VL 1.6B
Passed:
Cosmos Reason2 8B 63.4% (52/82)
LFM 2.5 VL 1.6B 54.9% (45/82)
Average request time:
Cosmos Reason2 8B 2.72s
LFM 2.5 VL 1.6B 8.46s
Passed:
Cosmos Reason2 8B 63.4% (52/82)
LFM 2.5 VL 1.6B 54.9% (45/82)
Average request time:
Cosmos Reason2 8B 2.72s
LFM 2.5 VL 1.6B 8.46s
Summary
Annotation Understanding
Cosmos Reason2 8B
2 / 2
LFM 2.5 VL 1.6B
1 / 2
CAPTCHA
Cosmos Reason2 8B
2 / 2
LFM 2.5 VL 1.6B
0 / 2
Color Identification
Cosmos Reason2 8B
1 / 1
LFM 2.5 VL 1.6B
1 / 1
Defect Detection
Cosmos Reason2 8B
10 / 15
LFM 2.5 VL 1.6B
11 / 15
Document Understanding
Cosmos Reason2 8B
5 / 10
LFM 2.5 VL 1.6B
5 / 10
Localization
Cosmos Reason2 8B
1 / 1
LFM 2.5 VL 1.6B
0 / 1
OCR
Cosmos Reason2 8B
8 / 9
LFM 2.5 VL 1.6B
6 / 9
Object Counting
Cosmos Reason2 8B
3 / 11
LFM 2.5 VL 1.6B
3 / 11
Object Detection
Cosmos Reason2 8B
0 / 2
LFM 2.5 VL 1.6B
2 / 2
Object Measurement
Cosmos Reason2 8B
0 / 1
LFM 2.5 VL 1.6B
1 / 1
Object Understanding
Cosmos Reason2 8B
8 / 11
LFM 2.5 VL 1.6B
6 / 11
Receipt Reading
Cosmos Reason2 8B
1 / 1
LFM 2.5 VL 1.6B
0 / 1
Sign Understanding
Cosmos Reason2 8B
2 / 2
LFM 2.5 VL 1.6B
1 / 2
Spatial Relations
Cosmos Reason2 8B
10 / 17
LFM 2.5 VL 1.6B
8 / 17
Web Action Understanding
Cosmos Reason2 8B
4 / 4
LFM 2.5 VL 1.6B
3 / 4
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