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Aerial Visual Grounding on AerialSense (test)

51.09AccuracyGemini-2.0
-0.774812.690126.15539.6199Dec 8, 2025
Updated 8mo ago

Evaluation results

MethodLinks
Gemini-2.0Semantic Enhancement=true, Spatial Position Enhancement=true, Spatial Relationship Enhancement=true2025.1251.0946.22
GPT-4.1Semantic Enhancement=true, Spatial Position Enhancement=true, Spatial Relationship Enhancement=true2025.1249.2844.87
GPT-4oSemantic Enhancement=true, Spatial Position Enhancement=true, Spatial Relationship Enhancement=true2025.1245.0541.26
Claude-3.7Semantic Enhancement=true, Spatial Position Enhancement=true, Spatial Relationship Enhancement=true2025.1244.9341.08
Qwen2.5-MaxSemantic Enhancement=true, Spatial Position Enhancement=true, Spatial Relationship Enhancement=true2025.1243.8739.87
LLaVA-OneVision-7BSemantic Enhancement=true, Spatial Position Enhancement=true, Spatial Relationship Enhancement=true2025.1238.6535.69
Qwen2-VL-7BSemantic Enhancement=true, Spatial Position Enhancement=true, Spatial Relationship Enhancement=true2025.1237.9434.79
SAILVL-8BSemantic Enhancement=true, Spatial Position Enhancement=true, Spatial Relationship Enhancement=true2025.1234.2331.82
InternVL3-14BSemantic Enhancement=true, Spatial Position Enhancement=true, Spatial Relationship Enhancement=true2025.1226.5924.48
LLaVA-1.5-7BSemantic Enhancement=true, Spatial Position Enhancement=true, Spatial Relationship Enhancement=true2025.1222.8821.61
Qwen2-VL-7BSemantic Enhancement=false, Spatial Position Enhancement=false, Spatial Relationship Enhancement=false2025.1217.9419.43
InternVL3-8BSemantic Enhancement=true, Spatial Position Enhancement=true, Spatial Relationship Enhancement=true2025.1214.2114.5
InternVL3-14BSemantic Enhancement=false, Spatial Position Enhancement=false, Spatial Relationship Enhancement=false2025.1211.6218.36
Gemini-2.0Semantic Enhancement=false, Spatial Position Enhancement=false, Spatial Relationship Enhancement=false2025.1210.1714.99
Claude-3.7Semantic Enhancement=false, Spatial Position Enhancement=false, Spatial Relationship Enhancement=false2025.128.812.94
LLaVA-OneVision-7BSemantic Enhancement=false, Spatial Position Enhancement=false, Spatial Relationship Enhancement=false2025.128.6314.26
LLaVA-1.5-7BSemantic Enhancement=false, Spatial Position Enhancement=false, Spatial Relationship Enhancement=false2025.127.613.57
SAILVL-8BSemantic Enhancement=false, Spatial Position Enhancement=false, Spatial Relationship Enhancement=false2025.126.1510.93
GPT-4.1Semantic Enhancement=false, Spatial Position Enhancement=false, Spatial Relationship Enhancement=false2025.123.611.91
InternVL3-8BSemantic Enhancement=false, Spatial Position Enhancement=false, Spatial Relationship Enhancement=false2025.122.47.38
GPT-4oSemantic Enhancement=false, Spatial Position Enhancement=false, Spatial Relationship Enhancement=false2025.122.043.69
Qwen2.5-MaxSemantic Enhancement=false, Spatial Position Enhancement=false, Spatial Relationship Enhancement=false2025.121.227.17