Keye-VL-8B-Preview: benchmark results

Provider: Other.

Aggregate Rating 1532 ± 49, rank #1926 of 10916 rated models, from 9 benchmark results.

Strongest benchmark results

BenchmarkScoreMetricPercentile
E-VAds (Relaxed-5) - Regulatory Compliance70.7Relaxed-5 score (%) on the Regulatory Compliance task (poten100
E-VAds (Relaxed-5) - Cross-Modal Detection71.2Relaxed-5 score (%) on the Cross-Modal Detection task (consi87.5
VRBench60.44Overall (imported)75
E-VAds (Relaxed-5)57.2Relaxed-5 score (%): mean judge score over all five tasks; 125
E-VAds11.9Strict score (%): share of answers the judge rates fully cor12.5
E-VAds (Relaxed-5) - Consumer Insight46.2Relaxed-5 score (%) on the Consumer Insight task (the target12.5
MME-CC9.65Overall Score (%)6.7
E-VAds (Relaxed-5) - Basic Perception56.8Relaxed-5 score (%) on the Basic Perception task (product at0
E-VAds (Relaxed-5) - Marketing Logic38.6Relaxed-5 score (%) on the Marketing Logic task (selling poi0

Interactive version: theaggregate.ai/model?slug=keye-vl-8b-preview · How It Works · Data refreshed daily, snapshot 2026-11-08.