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Benchmarks
Object Counting on TallyQA Simple
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86.3
Accuracy
Classic Specialist (Non-VLM)
77.252
79.601
81.95
84.299
Jan 27, 2026
Accuracy
Updated 3d ago
Evaluation Results
Method
Method
Links
Accuracy
Classic Specialist (Non-VLM)
Model Category=Classic...
2026.01
86.3
Omni-SMoLA
Backbone=PaLI-XFT
2026.01
86.3
Youtu-VL
Model Category=General...
2026.01
85.1
Youtu-VL
Model Size=4B
2026.01
85.1
Classic Specialist (VLM)
Model Category=Classic...
2026.01
84.9
Qwen3-VL
Model Category=General...
2026.01
79
Qwen3-VL
Model Size=4B
2026.01
79
InternVL-3.5
Model Category=General...
2026.01
77.6
InternVL-3.5
Model Size=4B
2026.01
77.6
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