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Document OCR on ChartQA
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0.917
Accuracy
CoT
0.84524
0.86387
0.8825
0.90113
Jul 1, 2026
Accuracy
Updated 23d ago
Evaluation Results
Method
Method
Links
Accuracy
CoT
Backbone=Qwen3-VL-8B-I...
2026.07
0.917
CoT+M2Note
Backbone=Qwen3-VL-8B-I...
2026.07
0.917
M2Note
Backbone (Tuning)=Qwen...
2026.07
0.901
M2Note
Backbone=Qwen3-VL-8B-I...
2026.07
0.899
Vanilla
Backbone=Qwen3-VL-8B-I...
2026.07
0.896
Vanilla
Backbone (Tuning)=Qwen...
2026.07
0.896
M2Note
Backbone=Qwen3-VL-Plus...
2026.07
0.895
Vanilla
Backbone=Qwen3-VL-Plus...
2026.07
0.885
EvoLMM
Evolving Mode=Self-Evo...
2026.07
0.867
Vision-Zero
Evolving Mode=Self-Evo...
2026.07
0.863
VisPlay
Evolving Mode=Self-Evo...
2026.07
0.862
iReasoner
Evolving Mode=Self-Evo...
2026.07
0.858
M2Note
Backbone=GPT-5.4, Evol...
2026.07
0.858
Vanilla
Backbone=GPT-5.4, Evol...
2026.07
0.856
DPE
Backbone=Qwen3-VL-8B-I...
2026.07
0.848
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