List your company
ResearchFormerly WizWand

Science Question Answering on ScienceQA IMG 38

81.3AccuracyMipha-3B
55.09261.89668.775.504Jul 5, 2024
Updated 8mo ago

Evaluation results

MethodLinks
Mipha-3BLM=Phi-2 (2.7B), Res.=384, PT=558K, IT=665K2024.0781.3
MoE-LLaVA-3.6BLM=Phi-2 (2.7B), Res.=384, PT=558k, IT=1.59M2024.0779.9
TinyLLaVALM=Phi-2 (2.7B), Res.=384, PT=1.2M, IT=665k2024.0779.9
Bunny-3BLM=Phi-2 (2.7B), Res.=384, PT=2M, IT=695K2024.0779.8
Imp-v1LM=Phi-2 (2.7B), Res.=384, PT=558K, IT=665K2024.0779.5
Mipha-3B+ (Ours)LM=Phi-2 (2.7B), Res.=384, PT=558K, IT=665K2024.0771.8
LLaVA-PhiLM=Phi-2 (2.7B), Res.=336, PT=558k, IT=665K2024.0771.4
LLaVA-1.5+ (Ours)LM=Vicuna(7B), Res.=336, PT=558K, IT=665K2024.0769.5
mPLUG-Owl2LM=LLAMA (7B), Res.=448, PT=400M, IT=1.23M2024.0768.7
Qwen-VL-ChatLM=Qwen (7B), Res.=448, PT=1.4B, IT=50M2024.0768.2
Qwen-VLLM=Qwen (7B), Res.=448, PT=1.4B, IT=50M2024.0767.1
LLaVA-1.5LM=Vicuna (7B), Res.=336, PT=558K, IT=665K2024.0766.8
MC-LLaVALM=Phi-2 (2.7B), Res.=384, PT=558k, IT=665K2024.0764.2
InstructBLIPLM=Vicuna (13B), Res.=224, PT=129M, IT=1.2M2024.0763.1
Mobile VLM-v2-3BLM=M-LLaMA (2.7B), Res.=336, PT=1.2M, IT=2.4M2024.0761.1
BLIP-2LM=Vicuna (13B), Res.=224, PT=129M, IT=-2024.0761
InstructBLIPLM=Vicuna (7B), Res.=224, PT=129M, IT=1.2M2024.0760.5
LAF-7BLM=Vicuna (7B), Res.=336, PT=558K, IT=665K2024.0760.1
Mobile VLM-v2-1.7BLM=M-LLaMA (1.4B), Res.=336, PT=1.2M, IT=2.4M2024.0759.3
Mobile VLM-3BLM=M-LLaMA (2.7B), Res.=336, PT=558K, IT=665K2024.0759
Mobile VLM-1.7BLM=M-LLaMA (1.4B), Res.=336, PT=558K, IT=665K2024.0756.1