DisasterBench (UAV) - Propagation Path Inference: leaderboard
Metric: Accuracy (%) on propagation path inference (PPI) 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 June 2027. 21 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | GPT-5 | 78.57 |
| 2 | Gemini 2.5 Pro | 76.49 |
| 3 | Grok 4 | 76.19 |
| 4 | Gemini 2.0 Flash | 75.89 |
| 5 | Qwen 2.5 VL 7B Instruct | 72.32 |
| 6 | Claude Sonnet 4.5 | 68.45 |
| 7 | InternVL2-8B | 65.18 |
| 8 | GPT-4o Mini | 63.39 |
| 9 | Gemini 2.5 Flash | 63.1 |
| 10 | InternVL3.5-8B | 61.31 |
| 11 | GPT-4o | 58.33 |
Interactive version: theaggregate.ai/benchmark?slug=disasterbench-uav-propagation-path-inference · How It Works · Data refreshed daily, snapshot 2026-09-29.