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Visual Question Answering on POPE

89.6Accuracy

InternVL3*

Updated 24d ago

Evaluation Results

Method	Links
InternVL3* 2026.03		89.6
Qwen3-VL* 2026.03		89.4
ARGUSVLM 2026.03		89.3
ViCrop (Top-3) 2025.12		88.5
Visual Funnel 2025.12		88.5
ViCrop 2025.12		88.4
Visual Funnel 2025.12		88.3
DeepSeekVL 2026.03		88.3
Qwen2.5-VL* 2026.03		88.1
JanusFlow 2024.11		88
Vanilla 2026.02		87.9
UIO-2XXL 2023.12		87.7
SmolVLM* 2026.03		87.7
Nuwa 2026.02		87.52
SmolVLM 2025.12		87.5
ViCrop (Top-3) 2025.12		87.5
Nuwa 2026.02		87.46
ViCrop 2025.12		87.4
LLaVA-SG 2024.03		87.3
ARGUSVLM 2026.03		87.3
UIO-2XL 2023.12		87.2
LLaVA-VT 2024.03		87.1
Visual Funnel 2025.12		87.1
Qwen2.5-VL-3B-Instruct 2025.12		87.1
Nuwa 2026.02		87.06
Janus 2024.11		87
ViCrop (Top-3) 2025.12		87
LLaVA-DCap 2024.03		86.9
ViCrop 2025.12		86.6
LLaVA-Cap 2024.03		86.4
LLaVA-1.5-13B-HD 2025.12		86.3
ARGUSVLM 2026.03		86.3
mPLUG-Owl2 2023.12		86.2
LLaVa-1.5 2023.12		85.9
LLaVa-1.5 2023.12		85.9
LLaVA-1.5 (V-7B) 2024.03		85.9
LLaVA-1.5 (V-13B) 2024.03		85.9
LLaVA-v1.5 2024.11		85.9
LLaVA-1.5 2025.12		85.9
SmolVLM* 2026.03		85.9
EUPE-ViT-B 2026.03		85.9
Ferret 2023.12		85.8
VILA-U 2024.11		85.8
HAVC 2026.01		85.8
SmolVLM 2025.12		85.8
PEcore-B 2026.03		85.8
VL-JEPASFT 2025.12		85.7
DINOv3-ViT-B 2026.03		85.7
LLaVA-1.5-7B 2025.12		85.6
MRoPE 2026.03		85.58
BLIP-2 2024.03		85.3
Emu3-Chat 2024.11		85.2
LLAVA-Phi 2024.11		85
SigLIP2-B 2026.03		85
MobileVLM 2024.11		84.9
ViCrop 2026.01		84.9
Shikra 2023.12		84.7
MobileVLM-V2 2024.11		84.7
ViCrop 2026.01		84.7
InstructBLIP-7B 2025.12		84.7
RADIOv2.5-B 2026.03		84.7
MobileVLM 2024.11		84.5
MobileVLM 2026.03		84.5
DUNE-B 2026.03		84.5
PEspatial-B 2026.03		84.4
MobileVLM-V2 2024.11		84.3
MobileVLM-V2 2026.03		84.3
LLaVA-v1.5-Phi-1.5 2024.11		84.1
ViCrop 2026.01		84
Vanilla 2026.01		83.9
MiniGemini 2026.03		83.9
MRoPE-I 2026.03		83.72
Vicuna-DCap 2024.03		83.4
Video-LLaVA 2025.12		83.4
ViCrop 2026.01		82.9
HAVC 2026.01		82.7
ViCrop 2026.01		82.4
Vicuna-SG 2024.03		82.3
ViCrop 2026.01		82
Vicuna-VT 2024.03		81.9
Vanilla 2026.01		81.4
Vanilla RoPE 2026.03		81.37
SmolVLM* 2026.03		80.1
InstructBLIP 2025.12		79
InstructBLIP (V-13B) 2024.03		78.9
InstructBLIP 2024.11		78.9
InstructBLIP 2026.03		78.9
Vanilla RoPE 2026.03		78.49
UIO-2L 2023.12		77.8
Omni-Diffusion 2026.03		76.6
LLAVA 2024.11		76.3
LLaVA 2026.03		76.3
LWM 2024.11		75.2
MRoPE-I 2026.03		75.13
MRoPE 2026.03		74.5
Show-o 2024.11		73.8
Vicuna-Cap 2024.03		73.3
LLaVA 2025.12		72.9
DreamLLM 2026.03		69.2
AnyGPT 2026.03		67.7

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