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Multimodal Image Understanding on MMMU
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53.89
Score
MRoPE-I
42.45
45.42
48.39
51.36
Oct 27, 2025
Score
Updated 11d ago
Evaluation Results
Method
Method
Links
Score
MRoPE-I
Backbone=Qwen3-VL-8B-I...
2025.10
53.89
MHRoPE
Backbone=Qwen3-VL-8B-I...
2025.10
53.33
HoPE
Backbone=Qwen3-VL-8B-I...
2025.10
51.89
VideoRoPE
Backbone=Qwen3-VL-8B-I...
2025.10
51.78
Vanilla RoPE
Backbone=Qwen3-VL-8B-I...
2025.10
51.18
CircleRoPE
Backbone=Qwen3-VL-8B-I...
2025.10
50.67
MRoPE
Backbone=Qwen3-VL-8B-I...
2025.10
50.11
MRoPE-I
Backbone Model=Qwen3-V...
2025.10
46.33
MHRoPE
Backbone Model=Qwen3-V...
2025.10
46.11
Vanilla RoPE
Backbone Model=Qwen3-V...
2025.10
45.78
HoPE
Backbone Model=Qwen3-V...
2025.10
45.44
CircleRoPE
Backbone Model=Qwen3-V...
2025.10
45.33
VideoRoPE
Backbone Model=Qwen3-V...
2025.10
44.44
MRoPE
Backbone Model=Qwen3-V...
2025.10
42.89
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