Aerial Visual Question Answering on AerialVP
96.73AccuracyGPT-4.1
Evaluation Results
| Method | Links | |
|---|---|---|
| GPT-4.1Semantic Enhancement=true, Spatial Relationship Enhancement=true2025.12 | 96.73 | |
| InternVL3-14BSemantic Enhancement=true, Spatial Relationship Enhancement=true2025.12 | 96.66 | |
| InternVL3-8BSemantic Enhancement=true, Spatial Relationship Enhancement=true2025.12 | 95.4 | |
| Gemini-2.0Semantic Enhancement=true, Spatial Relationship Enhancement=true2025.12 | 95.35 | |
| LLaVA-OneVision-7BSemantic Enhancement=true, Spatial Relationship Enhancement=true2025.12 | 94.48 | |
| Qwen2-VL-7BSemantic Enhancement=true, Spatial Relationship Enhancement=true2025.12 | 93.74 | |
| Claude-3.7Semantic Enhancement=true, Spatial Relationship Enhancement=true2025.12 | 90.38 | |
| LLaVA-1.5-7BSemantic Enhancement=true, Spatial Relationship Enhancement=true2025.12 | 90.06 | |
| GPT-4.1Semantic Enhancement=false, Spatial Relationship Enhancement=false2025.12 | 82.94 | |
| SAILVL-8BSemantic Enhancement=true, Spatial Relationship Enhancement=true2025.12 | 82.76 | |
| GPT-4oSemantic Enhancement=true, Spatial Relationship Enhancement=true2025.12 | 80.53 | |
| Qwen2.5-MaxSemantic Enhancement=true, Spatial Relationship Enhancement=true2025.12 | 77.54 | |
| InternVL3-14BSemantic Enhancement=false, Spatial Relationship Enhancement=false2025.12 | 74.93 | |
| InternVL3-8BSemantic Enhancement=false, Spatial Relationship Enhancement=false2025.12 | 74.91 | |
| Gemini-2.0Semantic Enhancement=false, Spatial Relationship Enhancement=false2025.12 | 73.82 | |
| LLaVA-OneVision-7BSemantic Enhancement=false, Spatial Relationship Enhancement=false2025.12 | 73.37 | |
| Claude-3.7Semantic Enhancement=false, Spatial Relationship Enhancement=false2025.12 | 71.7 | |
| Qwen2-VL-7BSemantic Enhancement=false, Spatial Relationship Enhancement=false2025.12 | 69.76 | |
| Qwen2.5-MaxSemantic Enhancement=false, Spatial Relationship Enhancement=false2025.12 | 65.95 | |
| GPT-4oSemantic Enhancement=false, Spatial Relationship Enhancement=false2025.12 | 60.03 | |
| LLaVA-1.5-7BSemantic Enhancement=false, Spatial Relationship Enhancement=false2025.12 | 51.64 | |
| SAILVL-8BSemantic Enhancement=false, Spatial Relationship Enhancement=false2025.12 | 25.84 |