LinkS2Bench - Scene Association: leaderboard
Metric: Scene Association: multiple-choice accuracy (%) on which satellite region matches a video segment 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 | Qwen 3.5 397B A17B | 73.3 |
| 2 | GPT-5.4 | 66.8 |
| 3 | Seed 1.8 | 66.7 |
| 4 | Gemini 3.1 Pro (Preview) | 57.3 |
| 5 | Qwen 3.5 35B A3B | 54.2 |
| 6 | Kimi K2.5 | 51 |
| 7 | Claude Sonnet 4.6 | 43.3 |
| 8 | GPT-5.4 Mini | 39.3 |
| 9 | Qwen 3.5 9B | 19 |
| 10 | Ministral 3 3B | 11.9 |
| 11 | Llama 4 Scout | 10.4 |
| 12 | Ministral 3 8B | 8.5 |
| 13 | Ministral 3 14B | 7.7 |
| 14 | Qwen 3.5 4B | 5.3 |
Interactive version: theaggregate.ai/benchmark?slug=links2bench-scene-association · How It Works · Data refreshed daily, snapshot 2026-10-07.