Multimodal Perception and Reasoning on MME
74.4MME ScoreBunny
Evaluation Results
| Method | Links | |
|---|---|---|
| BunnyLLM=Phi2-2.7B2026.07 | 74.4 | |
| TinyLLaVALLM=Phi2-2.7B2026.07 | 73.2 | |
| TinyLLaVA†LLM=Qwen2.5-3B2026.07 | 71.6 | |
| TRAGLLM=Qwen2.5-1.5B2026.07 | 71.2 | |
| TinyLLaVA†LLM=Qwen1.5-4B2026.07 | 70.5 | |
| TinyLLaVA†LLM=Qwen2.5-1.5B2026.07 | 70.4 | |
| LLaVA-KDLLM=Qwen2.5-1.5B2026.07 | 70 | |
| LLaVA-MoDLLM=Qwen2-1.5B2026.07 | 69.2 | |
| LLaVA-KDLLM=Qwen1.5-1.8B2026.07 | 69.1 | |
| MiniCPM-VLLM=MiniCPM-2.4B2026.07 | 68.9 | |
| LLaVADILLM=MobileLLaMA-2.7B2026.07 | 68.8 | |
| TRAGLLM=Qwen2.5-0.5B2026.07 | 68.1 | |
| Mini-Gemini-2BLLM=Gemma-2B2026.07 | 67 | |
| CompoDistill†LLM=Qwen1.5-1.8B2026.07 | 67 | |
| TRAGLLM=Qwen1.5-1.8B2026.07 | 67 | |
| LLaVA-MoDLLM=Qwen2-0.5B2026.07 | 67 | |
| KD†LLM=Qwen1.5-1.8B2026.07 | 66.3 | |
| Imp-2BLLM=Qwen1.5-1.8B2026.07 | 65.2 | |
| TRAGLLM=Qwen1.5-0.5B2026.07 | 65.2 | |
| Align-KDLLM=MobileLLaMA-1.4B2026.07 | 65.1 | |
| Bunny-2BLLM=Qwen1.5-1.8B2026.07 | 65 | |
| LLaVA-KDLLM=Qwen2.5-0.5B2026.07 | 64.7 | |
| MoE-LLaVA-2BLLM=Qwen1.5-1.8B2026.07 | 64.6 | |
| LLaVA-KDLLM=Qwen1.5-0.5B2026.07 | 64.5 | |
| MobileVLMLLM=MobileLLaMA-2.7B2026.07 | 64.4 | |
| CompoDistill†LLM=Qwen1.5-0.5B2026.07 | 63.8 | |
| TinyLLaVA†LLM=Qwen2.5-0.5B2026.07 | 62.3 | |
| TinyLLaVA†LLM=Qwen1.5-1.8B2026.07 | 61.3 | |
| TinyLLaVA†LLM=Qwen1.5-0.5B2026.07 | 59.4 | |
| LLaVADILLM=MobileLLaMA-1.4B2026.07 | 58.9 | |
| KD†LLM=Qwen1.5-0.5B2026.07 | 58.9 |