LinkS2Bench - Target Visibility: leaderboard
Metric: Target Visibility: yes/no accuracy (%) on whether a marked satellite region appears in the drone video on the full LinkS2Bench (17,903 questions over 1,500 UAV videos paired with satellite images), temperature 0; higher is better. Source: arxiv.org. Saturation forecast: Around January 2027. 18 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Gemini 3.1 Pro (Preview) | 84.4 |
| 2 | GPT-5.4 | 81.4 |
| 3 | Llama 4 Scout | 79.6 |
| 4 | Seed 1.8 | 76.7 |
| 5 | GPT-5.4 Mini | 76.3 |
| 6 | Qwen 3.5 35B A3B | 71.4 |
| 7 | Qwen 3.5 397B A17B | 66.7 |
| 8 | Kimi K2.5 | 55.1 |
| 9 | Claude Sonnet 4.6 | 53.3 |
| 10 | Qwen 3.5 4B | 27 |
| 11 | Qwen 3.5 9B | 26.3 |
| 12 | Ministral 3 3B | 17.7 |
| 13 | Ministral 3 8B | 15.3 |
| 14 | Ministral 3 14B | 13.9 |
Interactive version: theaggregate.ai/benchmark?slug=links2bench-target-visibility · How It Works · Data refreshed daily, snapshot 2026-10-07.