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ResearchFormerly WizWand

Visual Question Answering on LRS-VQA

27.71AccuracyGeoVista
13.160416.937720.71524.4923May 14, 2026
Updated 5mo ago

Evaluation results

MethodLinks
GeoVistaCategory=Zoom-In Method2026.0527.71
GPT-4oCategory=Closed-source MLLMs2026.0527.58
GeoEyesCategory=Zoom-In Remote Sensing MLLMs2026.0527.53
GLM-4V-9BCategory=Open-source MLLMs2026.0526.86
InternVL3.5-8BCategory=Large-Format MLLMs2026.0526.77
Claude-Sonnet-4.5Category=Closed-source MLLMs2026.0526.31
ZoomSearchCategory=Remote Sensing MLLMs2026.0526.29
DeepSeek-VL2-smallCategory=Open-source MLLMs2026.0526.28
Coarse-to-fineCategory=Remote Sensing MLLMs2026.0525.33
LLaVA1.5-7BCategory=Open-source MLLMs2026.0524.62
LLaVA-UHD-v3Category=Open-source MLLMs2026.0523.58
Qwen2.5-VL-7BCategory=Large-Format MLLMs2026.0522.92
GeoLLaVA-8KCategory=Remote Sensing MLLMs2026.0521.87
Qwen-AgentCategory=Zoom-In Method2026.0521.64
Gemini-3-flashCategory=Closed-source MLLMs2026.0521.08
ZoomEarthCategory=Zoom-In Remote Sensing MLLMs2026.0519.89
RS-EoTCategory=Zoom-In Remote Sensing MLLMs2026.0518.26
EarthDialCategory=Remote Sensing MLLMs2026.0518.16
VHMCategory=Remote Sensing MLLMs2026.0516.49
GeoChatCategory=Remote Sensing MLLMs2026.0513.72