JEV-27B-VL: benchmark results
Provider: AutoTrust. Access: Open.
Aggregate Rating 1733 ± 40, rank #219 of 10870 rated models, from 67 benchmark results.
Strongest benchmark results
| Benchmark | Score | Metric | Percentile |
|---|---|---|---|
| System One Reranking - MMEB Image - Wiki-SS-NQ | 87.8 | Score (%) | 100 |
| System One Reranking - MMEB Image Yes-No | 71.42 | Hit@1 (%) | 100 |
| System One Reranking - MMEB Visual Document | 85.42 | Score (%) | 100 |
| System One Reranking - MMEB Visual Document - MMLongBench-page | 66.21 | Score (%) | 100 |
| System One Reranking - MMEB Visual Document - ViDoRe biomedical lectures v2 (multi.) | 73.41 | Score (%) | 100 |
| System One Reranking - MMEB Visual Document - ViDoRe economics reports v2 (multi.) | 73.58 | Score (%) | 100 |
| System One Reranking - MMEB Visual Document - ViDoRe esg reports (human) v2 | 83.26 | Score (%) | 100 |
| System One Reranking - MMEB Visual Document - ViDoRe esg reports v2 (multi.) | 74.57 | Score (%) | 100 |
| System One Reranking - MMEB Visual Document - ViDoRe infovqa | 93.81 | Score (%) | 100 |
| System One Reranking - MMEB Visual Document - ViDoSeek-page | 95.9 | Score (%) | 100 |
| System One Reranking - MMEB Visual Document - VisRAG MP-DocVQA | 94.17 | Score (%) | 100 |
| System One Reranking - MMEB Visual Document - VisRAG SlideVQA | 98.08 | Score (%) | 100 |
Interactive version: theaggregate.ai/model?slug=jev-27b-vl · How It Works · Data refreshed daily, snapshot 2026-11-12.