LLaVA-OneVision-1.5-8B: benchmark results

Provider: LLaVA Team.

Aggregate Rating 1540 ± 18, rank #1834 of 10916 rated models, from 155 benchmark results.

Strongest benchmark results

BenchmarkScoreMetricPercentile
InsightVQA - Insight Ranking Top-167.5Top-1 accuracy (%): share of situational-judgment items whos100
Sens-VisualNews87.6Top-1 accuracy (%) on the test split of the full dataset (ma100
Sens-VisualNews - Strict93.9Top-1 accuracy (%) on the test split of the strict subset (s100
InsightVQA - Emotion Perception56.74Accuracy (%) on single-choice emotion-category and valence r84.6
EgoCoT-Bench - Next Action Anticipation69.19Answer accuracy (%, four-way multiple choice, strict exact m83.3
LinkS2Bench - Region Reachability61.5Region Reachability: yes/no accuracy (%) on whether a target76.5
OpenRef - Negative Rejection75.1N3R (0-100), negative relative rejection reliability: mean o75
GST-Bench - Trajectory Selection26.54Accuracy (%; multiple choice of the camera trajectory drawn 71.4
PinpointQA - Target Presence Verification76Exact-match accuracy (times 100, micro over QA pairs) of yes71.4
InsightVQA - Intent Reasoning45.97Accuracy (%) on single-choice questions asking for the most 69.2
CourtSI-Bench - Camera-Object Distance3.7Threshold mean relative accuracy (%), averaged over confiden68.2
CourtSI-Bench - Object-Object Distance26.9Threshold mean relative accuracy (%), averaged over confiden68.2

Interactive version: theaggregate.ai/model?slug=llava-onevision-1-5-8b · How It Works · Data refreshed daily, snapshot 2026-11-08.