360CityArena - Landmark Search (Language): leaderboard
Metric: Success rate (%; the agent must stop within 10 m of a landmark described in words; 25 human-authored tasks in a navigable reconstruction of the Akihabara district from 602 360-degree video segments; the agent acts with seven discrete view and movement actions and sees a map marking its position and heading; one run). Source: arxiv.org. Saturation forecast: Around 2038. 6 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Gemini 2.5 Flash | 28 |
| 2 | InternVL3.5-8B | 20 |
| 3 | GPT-5 | 16 |
| 4 | Qwen 2.5 VL 32B Instruct | 16 |
| 5 | Claude Sonnet 4.5 | 4 |
Interactive version: theaggregate.ai/benchmark?slug=360cityarena-landmark-search-language · How It Works · Data refreshed daily, snapshot 2026-09-29.