R1-Onevision-7B: benchmark results

Provider: Other. Access: Open.

Aggregate Rating 1483 ± 37, rank #2630 of 10916 rated models, from 12 benchmark results.

Strongest benchmark results

BenchmarkScoreMetricPercentile
VidPair-Halluc35.52Binary-QA weighted accuracy wAcc (%): question-pair and vide85.7
VidPair-Halluc - Open-Ended Description42.37Open-ended description score (%) judged by GPT-4o on VidPair57.1
We-Math30Avg Strict (%)53.1
MCSBench - L320.61Accuracy (%)39.5
MathVision29.9Overall Accuracy (%)35
MCSBench - L238.6Accuracy (%)31.6
SaLAD - Safe Queries97.67Accuracy rate (%; GPT-4o judge; 943 benign queries answered 29.4
MCSBench - Overall35.4Accuracy (%)28.9
SaLAD56.53Accuracy rate (%; GPT-4o judge; all 2,013 image-text queries23.5
SaLAD - Unsafe Queries20.28Accuracy rate (%; GPT-4o judge; 1,070 hazardous daily-life q23.5
MCSBench - L141.38Accuracy (%)17.1
VidPair-Halluc - Multi-Choice F129.23Multiple-choice F1 (%) for assessing and ranking clip-level 14.3

Interactive version: theaggregate.ai/model?slug=r1-onevision-7b · How It Works · Data refreshed daily, snapshot 2026-11-08.