Document OCR on AI2D
86.5AccuracyM2Note
Evaluation Results
| Method | Links | |
|---|---|---|
| M2NoteBackbone=Qwen3-VL-Plus, Evolving Mode=Self-Evolving, Mem=28, Len=4622026.07 | 86.5 | |
| M2NoteBackbone=GPT-5.4, Evolving Mode=Self-Evolving, Mem=28, Len=4622026.07 | 86.1 | |
| VanillaBackbone=Qwen3-VL-Plus, Evolving Mode=Self-Evolving2026.07 | 85.9 | |
| VanillaBackbone=GPT-5.4, Evolving Mode=Self-Evolving2026.07 | 85.6 | |
| Vision-ZeroEvolving Mode=Self-Evolving2026.07 | 84.5 | |
| iReasonerEvolving Mode=Self-Evolving2026.07 | 83.9 | |
| EvoLMMEvolving Mode=Self-Evolving2026.07 | 83.4 | |
| M2NoteBackbone=Qwen3-VL-8B-Instruct, Evolving Mode=Self-Evolving, Mem=50, Len=2612026.07 | 82.1 | |
| CoT+M2NoteBackbone=Qwen3-VL-8B-Instruct, Evolving Mode=Self-Evolving, Mem=32, Len=3152026.07 | 81.7 | |
| CoTBackbone=Qwen3-VL-8B-Instruct, Evolving Mode=Self-Evolving2026.07 | 81.3 | |
| M2NoteBackbone (Tuning)=Qwen3-VL-8B-Instruct, Backbone (Tuner)=Qwen3-VL-Plus, Evolving Mode=Cross-Model Evolving, Mem=43, Len=4452026.07 | 81 | |
| VanillaBackbone=Qwen3-VL-8B-Instruct, Evolving Mode=Self-Evolving2026.07 | 80.8 | |
| VanillaBackbone (Tuning)=Qwen3-VL-8B-Instruct, Backbone (Tuner)=Qwen3-VL-Plus, Evolving Mode=Cross-Model Evolving2026.07 | 80.8 |