Multimodal Cognition Evaluation on MME Cognition 16
399.5Cognition ScoreLLaVA-1.5+ (Ours)
Evaluation Results
| Method | Links | |
|---|---|---|
| LLaVA-1.5+ (Ours)LM=Vicuna(7B), Res.=336, PT=558K, IT=665K2024.07 | 399.5 | |
| LAF-7BLM=Vicuna (7B), Res.=336, PT=558K, IT=665K2024.07 | 397.9 | |
| Mipha-3B+ (Ours)LM=Phi-2 (2.7B), Res.=384, PT=558K, IT=665K2024.07 | 369.1 | |
| Qwen-VL-ChatLM=Qwen (7B), Res.=448, PT=1.4B, IT=50M2024.07 | 360.7 | |
| LLaVA-1.5LM=Vicuna (7B), Res.=336, PT=558K, IT=665K2024.07 | 316.1 | |
| mPLUG-Owl2LM=LLAMA (7B), Res.=448, PT=400M, IT=1.23M2024.07 | 313.2 | |
| Mipha-3BLM=Phi-2 (2.7B), Res.=384, PT=558K, IT=665K2024.07 | 295 | |
| InstructBLIPLM=Vicuna (13B), Res.=224, PT=129M, IT=1.2M2024.07 | 291.8 | |
| BLIP-2LM=Vicuna (13B), Res.=224, PT=129M, IT=-2024.07 | 290 | |
| Bunny-3BLM=Phi-2 (2.7B), Res.=384, PT=2M, IT=695K2024.07 | 289.3 |