Document OCR on ChartQA
0.917AccuracyCoT
Evaluation Results
| Method | Links | |
|---|---|---|
| CoTBackbone=Qwen3-VL-8B-Instruct, Evolving Mode=Self-Evolving2026.07 | 0.917 | |
| CoT+M2NoteBackbone=Qwen3-VL-8B-Instruct, Evolving Mode=Self-Evolving, Mem=32, Len=3152026.07 | 0.917 | |
| M2NoteBackbone (Tuning)=Qwen3-VL-8B-Instruct, Backbone (Tuner)=Qwen3-VL-Plus, Evolving Mode=Cross-Model Evolving, Mem=43, Len=4452026.07 | 0.901 | |
| M2NoteBackbone=Qwen3-VL-8B-Instruct, Evolving Mode=Self-Evolving, Mem=50, Len=2612026.07 | 0.899 | |
| VanillaBackbone=Qwen3-VL-8B-Instruct, Evolving Mode=Self-Evolving2026.07 | 0.896 | |
| VanillaBackbone (Tuning)=Qwen3-VL-8B-Instruct, Backbone (Tuner)=Qwen3-VL-Plus, Evolving Mode=Cross-Model Evolving2026.07 | 0.896 | |
| M2NoteBackbone=Qwen3-VL-Plus, Evolving Mode=Self-Evolving, Mem=28, Len=4622026.07 | 0.895 | |
| VanillaBackbone=Qwen3-VL-Plus, Evolving Mode=Self-Evolving2026.07 | 0.885 | |
| EvoLMMEvolving Mode=Self-Evolving2026.07 | 0.867 | |
| Vision-ZeroEvolving Mode=Self-Evolving2026.07 | 0.863 | |
| VisPlayEvolving Mode=Self-Evolving2026.07 | 0.862 | |
| iReasonerEvolving Mode=Self-Evolving2026.07 | 0.858 | |
| M2NoteBackbone=GPT-5.4, Evolving Mode=Self-Evolving, Mem=28, Len=4622026.07 | 0.858 | |
| VanillaBackbone=GPT-5.4, Evolving Mode=Self-Evolving2026.07 | 0.856 | |
| DPEBackbone=Qwen3-VL-8B-Instruct, Evolving Mode=Self-Evolving2026.07 | 0.848 |