Grounding on RefCOCO
90.06ScoreTIES Merging
Evaluation Results
| Method | Links | |
|---|---|---|
| TIES MergingMethod Class=Merging2025.05 | 90.06 | |
| OptMergeMethod Class=Merging2025.05 | 89.56 | |
| TIES w/ DAREMethod Class=Merging2025.05 | 89.4 | |
| TA w/ DAREMethod Class=Merging2025.05 | 88.93 | |
| TSV MergingMethod Class=Merging2025.05 | 88.53 | |
| WUDI MergingMethod Class=Merging2025.05 | 87.96 | |
| Iso-CMethod Class=Merging2025.05 | 87.74 | |
| Task ArithmeticMethod Class=Merging2025.05 | 87.72 | |
| Qwen2-VL-7B-GRPO-8kCheckpoint Type=Fine-tuned2025.05 | 84.13 | |
| Qwen2-VL-InstructMethod Class=Baseline2025.05 | 82.89 | |
| OptMergeMerging Method=Optimization-based Merging2025.05 | 80.92 | |
| Individual GroundingProtocol=full fine-tuning2025.05 | 76.67 | |
| WUDI MergingProtocol=full fine-tuning2025.05 | 76.06 | |
| TIES MergingProtocol=full fine-tuning2025.05 | 76.01 | |
| OptMergeProtocol=full fine-tuning2025.05 | 75.97 | |
| olmOCR-7B-0225-previewCheckpoint Type=Fine-tuned2025.05 | 75.17 | |
| TIES w/ DAREProtocol=full fine-tuning2025.05 | 75.1 | |
| TA w/ DAREProtocol=full fine-tuning2025.05 | 74.94 | |
| Task ArithmeticProtocol=full fine-tuning2025.05 | 74.9 | |
| Individual OCRProtocol=full fine-tuning2025.05 | 73.65 | |
| Iso-CProtocol=full fine-tuning2025.05 | 72.72 | |
| Mixture TrainingProtocol=full fine-tuning2025.05 | 72.06 | |
| InternVL2.5-InstructProtocol=full fine-tuning2025.05 | 71.69 | |
| Qwen2-VL-7B-PokemonCheckpoint Type=Fine-tuned2025.05 | 70.11 | |
| TSV MergingProtocol=full fine-tuning2025.05 | 65.19 | |
| Weight AverageProtocol=full fine-tuning2025.05 | 52.62 | |
| EraX-VL-7B-V1.0Checkpoint Type=Fine-tuned2025.05 | 41.89 | |
| Individual GeometryProtocol=full fine-tuning2025.05 | 24.73 |