MMVIAD - Defect Classification: leaderboard
Metric: Accuracy (%; MMVIAD-Standard test split, 1,101 rendered 2-second inspection clips over the same 48 object categories as training, 32 frames, which of six defect types or none). Source: arxiv.org. Saturation forecast: Around 2030. 11 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Gemini 3.1 Pro (Preview) | 41.6 |
| 2 | GPT-5.4 | 37.9 |
| 3 | GPT-5.4 Mini | 32.6 |
| 4 | Qwen 3 VL 8B | 31 |
Interactive version: theaggregate.ai/benchmark?slug=mmviad-defect-classification · How It Works · Data refreshed daily, snapshot 2026-09-26.