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Multimodal Perception and Reasoning on MME-RealWorld Lite
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59.87
Overall Score
SCOLAR-7B
45.1852
48.9976
52.81
56.6224
May 12, 2026
Overall Score
Reasoning Score
Perception Score
Updated 21d ago
Evaluation Results
Method
Method
Links
Overall Score
Reasoning Score
Perception Score
SCOLAR-7B
Backbone=Qwen2.5-VL-7B
2026.05
59.87
55.14
63.13
Monet
2026.05
55.5
51.07
58.34
Deepeyes
2026.05
54.28
50.53
56.63
SCOLAR
training_stage=SFT only
2026.05
53.62
48
57.23
GPT-4o
2026.05
52
48.3
54.4
GPT-4V
2026.05
50.23
45.87
53.04
Qwen2.5-VL-7B
2026.05
45.75
39.73
49.62
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