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Benchmarks
Count Generation on GenEval
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94
YOLOv9 Score
ABACUS
12.88
33.94
55
76.06
Jun 22, 2026
YOLOv9 Score
Human Count Accuracy
Aesthetic Quality Score
Updated 1mo ago
Evaluation Results
Method
Method
Links
YOLOv9 Score
Human Count Accuracy
Aesthetic Quality Score
ABACUS
Type=VLM-based Count G...
2026.06
94
95
89
CountGen
Type=Specialist Count...
2026.06
46
44
45
BAGEL
Type=VLM-based Count G...
2026.06
44
39
43
UniLIP-3B
Type=VLM-based Count G...
2026.06
36
40
61
Janus Pro-7B
Type=VLM-based Count G...
2026.06
30
33
58
BoundedAttn
Type=Specialist Count...
2026.06
21
18
10
Counting Guidance
Type=Specialist Count...
2026.06
16
11
7
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