VIABLE - Prompt-Injection Resistance: leaderboard
Metric: Clean-pick rate (%; 3,000 clean-versus-cued pairs, the cued answer carrying an injected failure and an appended prompt-injection cue, judge picks the clean answer in both presentation orders, over the WAD, VisAssist and VIA-EgoDex corpora). Source: arxiv.org. Saturation forecast: Around December 2026. 7 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | GPT-5.4 | 73 |
| 2 | Claude Sonnet 4.6 | 67.9 |
| 3 | Qwen 3 VL 8B | 18.8 |
Interactive version: theaggregate.ai/benchmark?slug=viable-prompt-injection-resistance · How It Works · Data refreshed daily, snapshot 2026-09-25.