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Performance results of various models on this benchmark

Metrics

Size^v
Token^c
Reasoning AD
Reasoning DT
Reasoning MO
Perception AD
Perception DT
Perception MO
Perception RS
Reasoning Avg
Reasoning OCR
Perception Avg
Perception OCR
Reasoning Avg-C
Perception Avg-C
1 row total
MME-RealWorld | SOTA | HyperAI