Geometry on MATH-Vision (mini)
40.79ScoreOptMerge
Evaluation results
| Method | Links | ||
|---|---|---|---|
| OptMergeMerging Method=Optimization-based Merging2025.05 | 40.79 | — | |
| Individual GeometryFine-tuning=LoRA2025.05 | 28.95 | — | |
| Individual VQAFine-tuning=LoRA2025.05 | 28.94 | — | |
| TSV MergingProtocol=full fine-tuning2025.05 | 0.2895 | — | |
| TIES w/ DAREProtocol=full fine-tuning2025.05 | 0.2763 | — | |
| Individual GeometryProtocol=full fine-tuning2025.05 | 0.25 | — | |
| TIES MergingProtocol=full fine-tuning2025.05 | 0.2368 | — | |
| Mixture TrainingProtocol=full fine-tuning2025.05 | 0.2368 | — | |
| Task ArithmeticProtocol=full fine-tuning2025.05 | 0.2105 | — | |
| TA w/ DAREProtocol=full fine-tuning2025.05 | 0.2105 | — | |
| Iso-CProtocol=full fine-tuning2025.05 | 0.2105 | — | |
| OptMergeProtocol=full fine-tuning2025.05 | 0.2105 | — | |
| InternVL2.5-InstructProtocol=full fine-tuning2025.05 | 0.1842 | — | |
| Weight AverageProtocol=full fine-tuning2025.05 | 0.1842 | — | |
| Individual VQAProtocol=full fine-tuning2025.05 | 0.1711 | — | |
| WUDI MergingProtocol=full fine-tuning2025.05 | 0.1711 | — | |
| Individual GroundingProtocol=full fine-tuning2025.05 | 0.1447 | — | |
| Individual ChartProtocol=full fine-tuning2025.05 | 0.1053 | — | |
| Individual OCRProtocol=full fine-tuning2025.05 | 0.1053 | — | |
| EraX-VL-7B-V1.0Checkpoint Type=Fine-tuned2025.05 | — | 25 | |
| Iso-CMethod Class=Merging2025.05 | — | 22.37 | |
| olmOCR-7B-0225-previewCheckpoint Type=Fine-tuned2025.05 | — | 18.42 | |
| OptMergeMethod Class=Merging2025.05 | — | 27.63 | |
| Qwen2-VL-7B-GRPO-8kCheckpoint Type=Fine-tuned2025.05 | — | 22.37 | |
| Qwen2-VL-7B-PokemonCheckpoint Type=Fine-tuned2025.05 | — | 19.74 | |
| Qwen2-VL-InstructMethod Class=Baseline2025.05 | — | 19.73 | |
| TA w/ DAREMethod Class=Merging2025.05 | — | 26.95 | |
| Task ArithmeticMethod Class=Merging2025.05 | — | 23.68 | |
| TIES MergingMethod Class=Merging2025.05 | — | 27.95 | |
| TIES w/ DAREMethod Class=Merging2025.05 | — | 27.63 | |
| TSV MergingMethod Class=Merging2025.05 | — | 27.94 | |
| WUDI MergingMethod Class=Merging2025.05 | — | 21.05 |