SIGNPOST-Bench - Adversarial Text Bias: leaderboard
Metric: Mean added geodesic error from adversarial text relative to the text-removed image (km; lower is better). Source: arxiv.org. 20 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Gemini 3 Flash | 811 |
| 2 | Gemini 3.1 Pro (Preview) | 879 |
| 3 | Gemini 2.5 Pro | 888 |
| 4 | Qwen 3 VL 30B A3B Instruct | 1100 |
| 5 | GPT-5 | 1317 |
| 6 | GPT-4o Mini | 1346 |
| 7 | Gemini 2.5 Flash | 1441 |
| 8 | GPT-4o | 1461 |
| 9 | Claude Opus 4.6 | 1482 |
| 10 | Claude Sonnet 4.6 | 1535 |
| 11 | GPT-5.4 | 1558 |
| 12 | Kimi K2.5 | 1577 |
| 13 | Qwen 3 VL 235B A22B Instruct | 1787 |
| 14 | Doubao-Seed-2.0-Pro-260215 | 1796 |
| 15 | Claude Haiku 4.5 | 2287 |
Interactive version: theaggregate.ai/benchmark?slug=signpost-bench-adversarial-text-bias · How It Works · Data refreshed daily, snapshot 2026-09-19.