DRBench (Dense-Scene Reasoning) - Anomaly Detection: leaderboard
Metric: Combined accuracy (%; unusual or unsafe placements grounded in visible evidence; 194 test questions). Source: arxiv.org. Saturation forecast: Estimated already saturated. 9 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Phi-4 Multimodal Instruct | 68.6 |
| 2 | InternVL2.5-2B | 31.4 |
Interactive version: theaggregate.ai/benchmark?slug=drbench-dense-scene-reasoning-anomaly-detection · How It Works · Data refreshed daily, snapshot 2026-09-26.