SIGNPOST-Bench - Adversarial-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) | 44.41 |
| 2 | Gemini 3 Flash | 43.8 |
| 3 | Gemini 2.5 Pro | 40.18 |
| 4 | Doubao-Seed-2.0-Pro-260215 | 38.95 |
| 5 | GPT-5 | 36.95 |
| 6 | Gemini 2.5 Flash | 36.9 |
| 7 | Kimi K2.5 | 35.29 |
| 8 | Claude Sonnet 4.6 | 34.66 |
| 9 | Claude Opus 4.6 | 34.47 |
| 10 | Qwen 3 VL 30B A3B Instruct | 29.03 |
| 11 | GPT-4o | 28.07 |
| 12 | GPT-5.4 | 25.9 |
| 13 | Qwen 3 VL 235B A22B Instruct | 25.49 |
| 14 | GPT-4o Mini | 20.35 |
| 15 | Grok 4 | 17.89 |
Interactive version: theaggregate.ai/benchmark?slug=signpost-bench-adversarial-text-localization · How It Works · Data refreshed daily, snapshot 2026-09-19.