SIGNPOST-Bench - Random-Text Localization: leaderboard
Metric: Weighted localization accuracy (%; exp(-0.005 x geodesic km), four-dataset macro average). Source: arxiv.org. 20 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Gemini 3.1 Pro (Preview) | 45.41 |
| 2 | Gemini 3 Flash | 45.21 |
| 3 | Doubao-Seed-2.0-Pro-260215 | 42.69 |
| 4 | Gemini 2.5 Pro | 41.6 |
| 5 | GPT-5 | 37.56 |
| 6 | Gemini 2.5 Flash | 36.65 |
| 7 | Claude Opus 4.6 | 35.2 |
| 8 | Claude Sonnet 4.6 | 34.81 |
| 9 | Kimi K2.5 | 34.59 |
| 10 | Qwen 3 VL 30B A3B Instruct | 29.57 |
| 11 | GPT-4o | 27.85 |
| 12 | Qwen 3 VL 235B A22B Instruct | 26.61 |
| 13 | GPT-5.4 | 25.32 |
| 14 | GPT-4o Mini | 23.57 |
| 15 | Grok 4 | 17.58 |
Interactive version: theaggregate.ai/benchmark?slug=signpost-bench-random-text-localization · How It Works · Data refreshed daily, snapshot 2026-09-19.