MMVIAD - Anomaly Visible-Time Localization: leaderboard
Metric: Mean temporal IoU (%; MMVIAD-Standard test split, predicted versus annotated interval in which the defect is visible, 32 frames). Source: arxiv.org. Saturation forecast: Around April 2028. 11 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | GPT-5.4 | 50.5 |
| 2 | Gemini 3.1 Pro (Preview) | 48.5 |
| 3 | GPT-5.4 Mini | 46.3 |
| 4 | Qwen 3 VL 8B | 30.9 |
Interactive version: theaggregate.ai/benchmark?slug=mmviad-anomaly-visible-time-localization · How It Works · Data refreshed daily, snapshot 2026-09-26.