Comprehensive Evaluation on VizWiz (val)
69.16ScoreMetaGPT
Evaluation Results
| Method | Links | |
|---|---|---|
| MetaGPTmerging_target=Qwen2-VL-7B, merging_source=LLaVA-OneVision-7B2025.03 | 69.16 | |
| AdaMMSmerging_target=Qwen2-VL-7B, merging_source=LLaVA-OneVision-7B2025.03 | 68.4 | |
| Qwen2-VL (base)model_status=Original Model2025.03 | 68.32 | |
| Ties-Mergingmerging_target=Qwen2-VL-7B, merging_source=LLaVA-OneVision-7B2025.03 | 66.34 | |
| Task Arithmeticmerging_target=Qwen2-VL-7B, merging_source=LLaVA-OneVision-7B2025.03 | 62.76 | |
| LLaVA-OneVisionmodel_status=Original Model2025.03 | 60.97 | |
| DARE-Tiesmerging_target=Qwen2-VL-7B, merging_source=LLaVA-OneVision-7B2025.03 | 58.05 | |
| LLaVA-v1.5-7BStatus=Source Model2025.03 | 54.29 | |
| DARE-Linearmerging_target=Qwen2-VL-7B, merging_source=LLaVA-OneVision-7B2025.03 | 50.18 | |
| AdaMMSMerging Protocol=AdaMMS2025.03 | 37.27 | |
| CogVLM-chat-7BStatus=Base Model2025.03 | 37.09 | |
| MetaGPTMerging Protocol=MetaGPT2025.03 | 36.97 | |
| DARE-LinearMerging Protocol=DARE-Linear2025.03 | 36.12 | |
| Task ArithmeticMerging Protocol=Task Arithmetic2025.03 | 35.7 | |
| DARE-TiesMerging Protocol=DARE-Ties2025.03 | 31.43 | |
| Ties-MergingMerging Protocol=Ties-Merging2025.03 | 24.36 |