MVRB - Object Visual Correspondence: leaderboard
MVRB object-visual-correspondence slice measures matching of objects to visual evidence.
Metric: Score. Source: huggingface.co. 11 models tracked.
Top models
| # | Model | Score | Overall rank |
|---|---|---|---|
| 1 | BGE-VL-Screenshot | 54.46 | |
| 2 | GME | 47.98 | |
| 3 | SigLIP | 40.64 | |
| 4 | E5-V | 32.85 | |
| 5 | MM-Embed | 32.67 | |
| 6 | DSE | 31.51 | |
| 7 | ColPali | 31.04 | |
| 8 | CLIP | 30.4 | |
| 9 | VLM2Vec | 23.24 | |
| 10 | Uni-IR | 20.06 |
Interactive version: theaggregate.ai/benchmark?slug=mvrb-object-visual-correspondence · How It Works · Data refreshed daily, snapshot 2026-10-20.