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Benchmarks
Document OCR on AI2D
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86.5
Accuracy
M2Note
80.572
82.111
83.65
85.189
Jul 1, 2026
Accuracy
Updated 23d ago
Evaluation Results
Method
Method
Links
Accuracy
M2Note
Backbone=Qwen3-VL-Plus...
2026.07
86.5
M2Note
Backbone=GPT-5.4, Evol...
2026.07
86.1
Vanilla
Backbone=Qwen3-VL-Plus...
2026.07
85.9
Vanilla
Backbone=GPT-5.4, Evol...
2026.07
85.6
Vision-Zero
Evolving Mode=Self-Evo...
2026.07
84.5
iReasoner
Evolving Mode=Self-Evo...
2026.07
83.9
EvoLMM
Evolving Mode=Self-Evo...
2026.07
83.4
M2Note
Backbone=Qwen3-VL-8B-I...
2026.07
82.1
CoT+M2Note
Backbone=Qwen3-VL-8B-I...
2026.07
81.7
CoT
Backbone=Qwen3-VL-8B-I...
2026.07
81.3
M2Note
Backbone (Tuning)=Qwen...
2026.07
81
Vanilla
Backbone=Qwen3-VL-8B-I...
2026.07
80.8
Vanilla
Backbone (Tuning)=Qwen...
2026.07
80.8
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