DisasterBench (UAV) - Disaster-Chain Summary: leaderboard
Metric: Accuracy (%) on disaster-chain summary (DCS) 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 2.0 Flash | 92.4 |
| 2 | Gemini 2.5 Pro | 90.49 |
| 3 | GPT-5 | 90.11 |
| 4 | Gemini 2.5 Flash | 87.07 |
| 5 | Qwen 2.5 VL 7B Instruct | 86.69 |
| 6 | Claude Sonnet 4.5 | 86.12 |
| 7 | InternVL2-8B | 84.98 |
| 8 | Grok 4 | 82.51 |
| 9 | GPT-4o | 79.85 |
| 10 | InternVL3.5-8B | 78.9 |
| 11 | GPT-4o Mini | 73.19 |
Interactive version: theaggregate.ai/benchmark?slug=disasterbench-uav-disaster-chain-summary · How It Works · Data refreshed daily, snapshot 2026-09-29.