VIABLE - Single-Failure Diagnosis: leaderboard
Metric: Accuracy (%; 100,050 single-injected answers, the injected failure among the judge's two predicted codes, pooled over the WAD, VisAssist and VIA-EgoDex corpora). Source: arxiv.org. Saturation forecast: Around April 2027. 7 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | GPT-5.4 | 52.6 |
| 2 | Claude Sonnet 4.6 | 45.9 |
| 3 | Qwen 3 VL 8B | 24.6 |
Interactive version: theaggregate.ai/benchmark?slug=viable-single-failure-diagnosis · How It Works · Data refreshed daily, snapshot 2026-09-25.