Multimodal Evaluation on ModelNet40, MUSIC-AVQA, and MCUB
56.82Average ScoreMMER
Evaluation results
| Method | Links | |
|---|---|---|
| MMERMethod Type=Training-free Model Merging2025.05 | 56.82 | |
| PCB-MergingMethod Type=Training-free Model Merging2025.05 | 54.92 | |
| TIESMethod Type=Training-free Model Merging, DARE=true2025.05 | 54.57 | |
| TAMethod Type=Training-free Model Merging, DARE=true2025.05 | 54.27 | |
| TIESMethod Type=Training-free Model Merging2025.05 | 54.1 | |
| TAMethod Type=Training-free Model Merging2025.05 | 53.9 | |
| NaiveMCMethod Type=Training-free Model Merging, DARE=true2025.05 | 53.46 | |
| NaiveMCMethod Type=Training-free Model Merging2025.05 | 53.23 | |
| X-InstructBLIPMethod Type=Training-based Multimodal Baseline2025.05 | 37.04 | |
| ImageBind-LLMMethod Type=Training-based Multimodal Baseline2025.05 | 35.51 |