DRBench (Dense-Scene Reasoning) - Perception: leaderboard
Metric: Combined accuracy (%; attributes of entities reached through multi-hop referring expressions; 270 test questions). Source: arxiv.org. Saturation forecast: Around December 2026. 9 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Phi-4 Multimodal Instruct | 44.1 |
| 2 | InternVL2.5-2B | 36.3 |
Interactive version: theaggregate.ai/benchmark?slug=drbench-dense-scene-reasoning-perception · How It Works · Data refreshed daily, snapshot 2026-09-26.