Aerial Visual Reasoning on AerialVP
90.48AccuracyQwen2.5-Max
Evaluation Results
| Method | Links | |
|---|---|---|
| Qwen2.5-MaxSemantic Enhancement=true, Spatial Relationship Enhancement=true2025.12 | 90.48 | |
| LLaVA-1.5-7BSemantic Enhancement=true, Spatial Relationship Enhancement=true2025.12 | 90.44 | |
| Gemini-2.0Semantic Enhancement=true, Spatial Relationship Enhancement=true2025.12 | 90.4 | |
| GPT-4.1Semantic Enhancement=true, Spatial Relationship Enhancement=true2025.12 | 90.32 | |
| Qwen2-VL-7BSemantic Enhancement=true, Spatial Relationship Enhancement=true2025.12 | 85.6 | |
| Claude-3.7Semantic Enhancement=true, Spatial Relationship Enhancement=true2025.12 | 85.48 | |
| LLaVA-OneVision-7BSemantic Enhancement=true, Spatial Relationship Enhancement=true2025.12 | 83.91 | |
| GPT-4oSemantic Enhancement=true, Spatial Relationship Enhancement=true2025.12 | 80.71 | |
| InternVL3-14BSemantic Enhancement=true, Spatial Relationship Enhancement=true2025.12 | 80.3 | |
| InternVL3-8BSemantic Enhancement=true, Spatial Relationship Enhancement=true2025.12 | 78.85 | |
| Qwen2.5-MaxSemantic Enhancement=false, Spatial Relationship Enhancement=false2025.12 | 77.03 | |
| Gemini-2.0Semantic Enhancement=false, Spatial Relationship Enhancement=false2025.12 | 75.65 | |
| SAILVL-8BSemantic Enhancement=true, Spatial Relationship Enhancement=true2025.12 | 73.84 | |
| GPT-4.1Semantic Enhancement=false, Spatial Relationship Enhancement=false2025.12 | 70.4 | |
| LLaVA-OneVision-7BSemantic Enhancement=false, Spatial Relationship Enhancement=false2025.12 | 69.48 | |
| InternVL3-14BSemantic Enhancement=false, Spatial Relationship Enhancement=false2025.12 | 63.22 | |
| Claude-3.7Semantic Enhancement=false, Spatial Relationship Enhancement=false2025.12 | 62.78 | |
| InternVL3-8BSemantic Enhancement=false, Spatial Relationship Enhancement=false2025.12 | 56.6 | |
| Qwen2-VL-7BSemantic Enhancement=false, Spatial Relationship Enhancement=false2025.12 | 56.4 | |
| LLaVA-1.5-7BSemantic Enhancement=false, Spatial Relationship Enhancement=false2025.12 | 53.89 | |
| GPT-4oSemantic Enhancement=false, Spatial Relationship Enhancement=false2025.12 | 50.72 | |
| SAILVL-8BSemantic Enhancement=false, Spatial Relationship Enhancement=false2025.12 | 46.64 |