Multimodal Capability Evaluation on MM-Vet 58
38.2ScoreQwen-VL-Chat
Evaluation Results
| Method | Links | |
|---|---|---|
| Qwen-VL-ChatLM=Qwen (7B), Res.=448, PT=1.4B, IT=50M2024.07 | 38.2 | |
| mPLUG-Owl2LM=LLAMA (7B), Res.=448, PT=400M, IT=1.23M2024.07 | 36.2 | |
| LAF-7BLM=Vicuna (7B), Res.=336, PT=558K, IT=665K2024.07 | 35.2 | |
| Mipha-3B+ (Ours)LM=Phi-2 (2.7B), Res.=384, PT=558K, IT=665K2024.07 | 35.1 | |
| LLaVA-1.5+ (Ours)LM=Vicuna(7B), Res.=336, PT=558K, IT=665K2024.07 | 34.9 | |
| Imp-v1LM=Phi-2 (2.7B), Res.=384, PT=558K, IT=665K2024.07 | 33.1 | |
| Bunny-3BLM=Phi-2 (2.7B), Res.=384, PT=2M, IT=695K2024.07 | 32.1 | |
| Mipha-3BLM=Phi-2 (2.7B), Res.=384, PT=558K, IT=665K2024.07 | 32 | |
| LLaVA-1.5LM=Vicuna (7B), Res.=336, PT=558K, IT=665K2024.07 | 30.5 | |
| LLaVA-PhiLM=Phi-2 (2.7B), Res.=336, PT=558k, IT=665K2024.07 | 28.9 | |
| InstructBLIPLM=Vicuna (7B), Res.=224, PT=129M, IT=1.2M2024.07 | 26.2 | |
| InstructBLIPLM=Vicuna (13B), Res.=224, PT=129M, IT=1.2M2024.07 | 25.6 | |
| BLIP-2LM=Vicuna (13B), Res.=224, PT=129M, IT=-2024.07 | 22.4 |