DisasterBench (UAV) - Loss and Situation Assessment: leaderboard
Metric: Accuracy (%) on loss and situation assessment (LSA) questions on the 3,000-question test split of low-altitude UAV disaster images (14 disaster scene types), multiple choice scored by strict exact match on the final option letter; higher is better. Source: arxiv.org. Saturation forecast: Around December 2026. 21 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Gemini 2.5 Pro | 87.06 |
| 2 | GPT-5 | 87.06 |
| 3 | Claude Sonnet 4.5 | 82.28 |
| 4 | Grok 4 | 81.15 |
| 5 | Gemini 2.5 Flash | 77.64 |
| 6 | GPT-4o | 76.37 |
| 7 | Gemini 2.0 Flash | 71.17 |
| 8 | InternVL3.5-8B | 68.64 |
| 9 | Qwen 2.5 VL 7B Instruct | 63.29 |
| 10 | GPT-4o Mini | 55.27 |
| 11 | InternVL2-8B | 53.87 |
Interactive version: theaggregate.ai/benchmark?slug=disasterbench-uav-loss-and-situation-assessment · How It Works · Data refreshed daily, snapshot 2026-09-29.