Comprehensive Evaluation on SeedBench (all)
76.8Score1.7B K^4_{1.0}
Evaluation results
| Method | Links | |
|---|---|---|
| 1.7B K^4_{1.0}Size=18B-A3B, Sparsity Configuration=K=4, alpha=1.02026.01 | 76.8 | |
| MetaGPTmerging_target=Qwen2-VL-7B, merging_source=LLaVA-OneVision-7B2025.03 | 76.35 | |
| Ties-Mergingmerging_target=Qwen2-VL-7B, merging_source=LLaVA-OneVision-7B2025.03 | 76.29 | |
| AdaMMSmerging_target=Qwen2-VL-7B, merging_source=LLaVA-OneVision-7B2025.03 | 76.2 | |
| Qwen2-VL (base)model_status=Original Model2025.03 | 75.85 | |
| Task Arithmeticmerging_target=Qwen2-VL-7B, merging_source=LLaVA-OneVision-7B2025.03 | 75.81 | |
| 1.7B K^8_{0.5}Size=18B-A3B, Sparsity Configuration=K=8, alpha=0.52026.01 | 75.8 | |
| LLaVA-OneVisionmodel_status=Original Model2025.03 | 75.44 | |
| DARE-Linearmerging_target=Qwen2-VL-7B, merging_source=LLaVA-OneVision-7B2025.03 | 74.32 | |
| Isaac 0.2Size=2B2026.01 | 74.2 | |
| DARE-Tiesmerging_target=Qwen2-VL-7B, merging_source=LLaVA-OneVision-7B2025.03 | 74.07 | |
| Task ArithmeticMerging Protocol=Task Arithmetic2025.03 | 65.85 | |
| DARE-LinearMerging Protocol=DARE-Linear2025.03 | 65.07 | |
| AdaMMSMerging Protocol=AdaMMS2025.03 | 64.12 | |
| MetaGPTMerging Protocol=MetaGPT2025.03 | 61.29 | |
| CogVLM-chat-7BStatus=Base Model2025.03 | 61.22 | |
| LLaVA-v1.5-7BStatus=Source Model2025.03 | 60.52 | |
| DARE-TiesMerging Protocol=DARE-Ties2025.03 | 58.41 | |
| Ties-MergingMerging Protocol=Ties-Merging2025.03 | 38.97 |