SIGNPOST-Bench - Text-Removed 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) | 50.16 |
| 2 | Gemini 3 Flash | 49.23 |
| 3 | Doubao-Seed-2.0-Pro-260215 | 48.99 |
| 4 | GPT-5 | 45.67 |
| 5 | Gemini 2.5 Pro | 45.56 |
| 6 | Kimi K2.5 | 45.31 |
| 7 | Gemini 2.5 Flash | 43.23 |
| 8 | Claude Sonnet 4.6 | 42.42 |
| 9 | Claude Opus 4.6 | 40.85 |
| 10 | GPT-4o | 37.8 |
| 11 | Qwen 3 VL 235B A22B Instruct | 34.52 |
| 12 | Qwen 3 VL 30B A3B Instruct | 34.22 |
| 13 | GPT-5.4 | 32.02 |
| 14 | GPT-4o Mini | 28.42 |
| 15 | Grok 4 | 27.1 |
Interactive version: theaggregate.ai/benchmark?slug=signpost-bench-text-removed-localization · How It Works · Data refreshed daily, snapshot 2026-09-19.