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ResearchFormerly WizWand

Multimodal Perception and Reasoning on MME

74.4MME ScoreBunny
58.2862.46566.6570.835Jul 1, 2026
Updated 3mo ago

Evaluation results

MethodLinks
BunnyLLM=Phi2-2.7B2026.0774.4
TinyLLaVALLM=Phi2-2.7B2026.0773.2
TinyLLaVA†LLM=Qwen2.5-3B2026.0771.6
TRAGLLM=Qwen2.5-1.5B2026.0771.2
TinyLLaVA†LLM=Qwen1.5-4B2026.0770.5
TinyLLaVA†LLM=Qwen2.5-1.5B2026.0770.4
LLaVA-KDLLM=Qwen2.5-1.5B2026.0770
LLaVA-MoDLLM=Qwen2-1.5B2026.0769.2
LLaVA-KDLLM=Qwen1.5-1.8B2026.0769.1
MiniCPM-VLLM=MiniCPM-2.4B2026.0768.9
LLaVADILLM=MobileLLaMA-2.7B2026.0768.8
TRAGLLM=Qwen2.5-0.5B2026.0768.1
Mini-Gemini-2BLLM=Gemma-2B2026.0767
CompoDistill†LLM=Qwen1.5-1.8B2026.0767
TRAGLLM=Qwen1.5-1.8B2026.0767
LLaVA-MoDLLM=Qwen2-0.5B2026.0767
KD†LLM=Qwen1.5-1.8B2026.0766.3
Imp-2BLLM=Qwen1.5-1.8B2026.0765.2
TRAGLLM=Qwen1.5-0.5B2026.0765.2
Align-KDLLM=MobileLLaMA-1.4B2026.0765.1
Bunny-2BLLM=Qwen1.5-1.8B2026.0765
LLaVA-KDLLM=Qwen2.5-0.5B2026.0764.7
MoE-LLaVA-2BLLM=Qwen1.5-1.8B2026.0764.6
LLaVA-KDLLM=Qwen1.5-0.5B2026.0764.5
MobileVLMLLM=MobileLLaMA-2.7B2026.0764.4
CompoDistill†LLM=Qwen1.5-0.5B2026.0763.8
TinyLLaVA†LLM=Qwen2.5-0.5B2026.0762.3
TinyLLaVA†LLM=Qwen1.5-1.8B2026.0761.3
TinyLLaVA†LLM=Qwen1.5-0.5B2026.0759.4
LLaVADILLM=MobileLLaMA-1.4B2026.0758.9
KD†LLM=Qwen1.5-0.5B2026.0758.9