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Benchmarks
Multimodal Reasoning on Multimodal Reasoning Aggregate 6 benchmarks
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80.8
Average Score
M2Note
72.324
74.5245
76.725
78.9255
Jul 1, 2026
Average Score
Updated 23d ago
Evaluation Results
Method
Method
Links
Average Score
M2Note
Backbone=Qwen3-VL-Plus...
2026.07
80.8
M2Note
Backbone=GPT-5.4, Evol...
2026.07
79.6
Vanilla
Backbone=Qwen3-VL-Plus...
2026.07
79.5
Vanilla
Backbone=GPT-5.4, Evol...
2026.07
78.8
CoT+M2Note
Backbone=Qwen3-VL-8B-I...
2026.07
78.4
CoT
Backbone=Qwen3-VL-8B-I...
2026.07
77.6
M2Note
Backbone (Tuning)=Qwen...
2026.07
76.6
M2Note
Backbone=Qwen3-VL-8B-I...
2026.07
76.2
Vanilla
Backbone=Qwen3-VL-8B-I...
2026.07
74.3
Vanilla
Backbone (Tuning)=Qwen...
2026.07
74.3
Vision-Zero
Evolving Mode=Self-Evo...
2026.07
72.65
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