Multimodal Generative Tasks on MM-MergeBench (test)
56.65AccuracyCtM
Evaluation Results
| Method | Links | |
|---|---|---|
| CtMBase Merge Rule=Iso-C, Base Model=LLaVA-1.5-7B, LoRA Rank=162026.06 | 56.65 | |
| CtMBase Merge Rule=DARE-TIES, Base Model=LLaVA-1.5-7B, LoRA Rank=162026.06 | 56.54 | |
| CtMBase Merge Rule=TIES, Base Model=LLaVA-1.5-7B, LoRA Rank=162026.06 | 56.46 | |
| KnOTSBase Merge Rule=Iso-C, Base Model=LLaVA-1.5-7B, LoRA Rank=162026.06 | 56.3 | |
| FullBase Merge Rule=Iso-C, Base Model=LLaVA-1.5-7B, LoRA Rank=162026.06 | 56.21 | |
| CoreSpaceBase Merge Rule=Iso-C, Base Model=LLaVA-1.5-7B, LoRA Rank=162026.06 | 56.19 | |
| KnOTSBase Merge Rule=DARE-TIES, Base Model=LLaVA-1.5-7B, LoRA Rank=162026.06 | 56.16 | |
| CoreSpaceBase Merge Rule=TIES, Base Model=LLaVA-1.5-7B, LoRA Rank=162026.06 | 56.09 | |
| KnOTSBase Merge Rule=TIES, Base Model=LLaVA-1.5-7B, LoRA Rank=162026.06 | 56.06 | |
| CoreSpaceBase Merge Rule=DARE-TIES, Base Model=LLaVA-1.5-7B, LoRA Rank=162026.06 | 55.42 | |
| FullBase Merge Rule=DARE-TIES, Base Model=LLaVA-1.5-7B, LoRA Rank=162026.06 | 54.71 | |
| FullBase Merge Rule=TIES, Base Model=LLaVA-1.5-7B, LoRA Rank=162026.06 | 54.57 |