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Image Quality Assessment on QBench

77.5Accuracy

Qwen2-VL-7B

Updated 3d ago

Evaluation Results

Method	Links
Qwen2-VL-7B 2024.12		77.5
VLsI-7B 2024.12		77.5
GPT-4V 2024.04		74.5
Phantom-7B 2024.12		73.8
TroL-7B 2024.12		73.6
TroL-7B 2024.06		73.6
Qwen-VL-Max 2024.04		73.6
MM1-7B 2024.06		72.6
MoVA 2024.04		70.8
MoVA 2024.04		70.7
MoAI 2024.03		70.2
LLaVA-NeXT-7B 2024.06		70.1
MoVA 2024.04		69.3
Gemini-Pro 2024.04		68.2
CoLLaVO 2024.02		67.6
SPHINX-MoE-7Bx8 2024.06		66.2
SPHINX-Plus-13B 2024.06		66.2
Qwen-VL-Plus 2024.04		66
Intern-XC 2024.02		64.4
Intern-XC 2024.03		64.4
InternLM-XC-7B 2024.06		64.4
ShareGPT4V 2024.02		63.4
ShareGPT4V 2024.03		63.4
ShareGPT4V-7B 2024.06		63.4
mPLUG-Owl2 2024.02		62.9
mPLUG-Owl2 2024.03		62.9
mPLUG-Owl2-7B 2024.06		62.9
LLaVA1.5 2024.02		62.1
LLaVA1.5 2024.03		62.1
LLaVA-1.5 2024.04		62.1
LLaVA1.5-13B 2024.06		61.4
BLIP2-13B 2024.06		61
LLaVA1.5-7B 2024.06		60.1
Qwen-VL 2024.02		59.4
Qwen-VL 2024.03		59.4
Qwen-VL-7B 2024.06		59.4
Qwen-VL 2024.04		59.4
mPLUG-Owl 2024.02		58.9
mPLUG-Owl 2024.03		58.9
mPLUG-Owl-7B 2024.06		58.9
LLaVA1.5 2024.02		58.7
LLaVA1.5 2024.03		58.7
LLaVA-1.5 2024.04		58.7
Vanilla (LLaVA-1.5-7B) 2026.01		58.5
FastV 2026.01		58.1
PyramidDrop 2026.01		58.1
PyramidDrop 2026.01		58.1
ViTCoP 2026.01		57.9
FastV 2026.01		57.9
ViTCoP 2026.01		57.7
SparseVLM 2026.01		57.5
VisionZip 2026.01		57.5
SparseVLM 2026.01		57.2
VisionZip 2026.01		57
ViTCoP 2026.01		56.8
InstructBLIP 2024.02		56.7
InstructBLIP-7B 2024.06		56.7
SparseVLM 2026.01		56.3
VisionZip 2026.01		55.9
PyramidDrop 2026.01		55.1
Shikra 2024.02		54.7
Shikra 2024.03		54.7
FastV 2026.01		54
MiniGPT-4-7B 2024.06		51.8
IDEFICS-9B 2024.06		51.5
Otter 2024.02		47.2
Otter 2024.03		47.2
Otter-7B 2024.06		47.2
Qwen-VL-Chat-7B 2024.06		33.8
VLSI-2B 2024.12		0.723
Qwen2-VL-2B 2024.12		0.708
Phantom-3.8B 2024.12		0.703
TroL-3.8B 2024.12		0.7
Phantom-1.8B 2024.12		0.691
TroL-1.8B 2024.12		0.682