Geometry on MathVista mini
55.2ScoreIndividual Geometry
Evaluation Results
| Method | Links | |
|---|---|---|
| Individual GeometryProtocol=full fine-tuning2025.05 | 55.2 | |
| OptMergeProtocol=full fine-tuning2025.05 | 54.48 | |
| WUDI MergingProtocol=full fine-tuning2025.05 | 53.03 | |
| Mixture TrainingProtocol=full fine-tuning2025.05 | 52.83 | |
| TSV MergingProtocol=full fine-tuning2025.05 | 52.45 | |
| Weight AverageProtocol=full fine-tuning2025.05 | 49.6 | |
| Iso-CProtocol=full fine-tuning2025.05 | 48.96 | |
| OptMergeMerging Method=Optimization-based Merging2025.05 | 48.66 | |
| TA w/ DAREProtocol=full fine-tuning2025.05 | 48.45 | |
| Qwen2-VL-BaseMode=Base Model2025.05 | 47.85 | |
| InternVL2.5-InstructProtocol=full fine-tuning2025.05 | 46.8 | |
| Qwen2-VL-7B-GRPO-8kCheckpoint Type=Fine-tuned2025.05 | 46.74 | |
| Qwen2-VL-InstructMethod Class=Baseline2025.05 | 46.02 | |
| Task ArithmeticProtocol=full fine-tuning2025.05 | 45.36 | |
| OptMergeMethod Class=Merging2025.05 | 44.68 | |
| TIES MergingProtocol=full fine-tuning2025.05 | 44.5 | |
| TA w/ DAREMethod Class=Merging2025.05 | 44.37 | |
| TIES w/ DAREMethod Class=Merging2025.05 | 44.37 | |
| WUDI MergingMethod Class=Merging2025.05 | 44.2 | |
| TIES w/ DAREProtocol=full fine-tuning2025.05 | 43.85 | |
| Qwen2-VL-7B-PokemonCheckpoint Type=Fine-tuned2025.05 | 43.69 | |
| TSV MergingMethod Class=Merging2025.05 | 43.54 | |
| Task ArithmeticMethod Class=Merging2025.05 | 42.99 | |
| TIES MergingMethod Class=Merging2025.05 | 42.52 | |
| Individual GeometryFine-tuning=LoRA2025.05 | 42.5 | |
| Iso-CMethod Class=Merging2025.05 | 40.91 | |
| olmOCR-7B-0225-previewCheckpoint Type=Fine-tuned2025.05 | 38.91 | |
| EraX-VL-7B-V1.0Checkpoint Type=Fine-tuned2025.05 | 38.58 | |
| Individual VQAProtocol=full fine-tuning2025.05 | 35.5 | |
| Individual GroundingProtocol=full fine-tuning2025.05 | 28.91 | |
| Individual ChartProtocol=full fine-tuning2025.05 | 23.84 | |
| Individual OCRProtocol=full fine-tuning2025.05 | 23.31 |