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ResearchFormerly WizWand

Document OCR on AI2D

86.5AccuracyM2Note
80.57282.11183.6585.189Jul 1, 2026
Updated 4mo ago

Evaluation results

MethodLinks
M2NoteBackbone=Qwen3-VL-Plus, Evolving Mode=Self-Evolving, Mem=28, Len=4622026.0786.5
M2NoteBackbone=GPT-5.4, Evolving Mode=Self-Evolving, Mem=28, Len=4622026.0786.1
VanillaBackbone=Qwen3-VL-Plus, Evolving Mode=Self-Evolving2026.0785.9
VanillaBackbone=GPT-5.4, Evolving Mode=Self-Evolving2026.0785.6
Vision-ZeroEvolving Mode=Self-Evolving2026.0784.5
iReasonerEvolving Mode=Self-Evolving2026.0783.9
EvoLMMEvolving Mode=Self-Evolving2026.0783.4
M2NoteBackbone=Qwen3-VL-8B-Instruct, Evolving Mode=Self-Evolving, Mem=50, Len=2612026.0782.1
CoT+M2NoteBackbone=Qwen3-VL-8B-Instruct, Evolving Mode=Self-Evolving, Mem=32, Len=3152026.0781.7
CoTBackbone=Qwen3-VL-8B-Instruct, Evolving Mode=Self-Evolving2026.0781.3
M2NoteBackbone (Tuning)=Qwen3-VL-8B-Instruct, Backbone (Tuner)=Qwen3-VL-Plus, Evolving Mode=Cross-Model Evolving, Mem=43, Len=4452026.0781
VanillaBackbone=Qwen3-VL-8B-Instruct, Evolving Mode=Self-Evolving2026.0780.8
VanillaBackbone (Tuning)=Qwen3-VL-8B-Instruct, Backbone (Tuner)=Qwen3-VL-Plus, Evolving Mode=Cross-Model Evolving2026.0780.8