Cambrian-S-3B: benchmark results

Provider: NYU. Released 2025-11-06. Access: Open.

Aggregate Rating 1601 ± 48, rank #996 of 10916 rated models, from 49 benchmark results.

Strongest benchmark results

BenchmarkScoreMetricPercentile
Cambrian-S Release Image - CV-Bench 2D76.1Accuracy (%)100
Cambrian-S Release - VSI-Bench57.3Source benchmark score (%)94.7
Cambrian-S Release - EgoSchema †73.5Accuracy (%)93.8
Cambrian-S Release - VSI-Bench Debiased49.7Source benchmark score (%)91.7
Cambrian-S Release VSI-Bench - Abs. Dist.40.6Mean relative accuracy (%)85.7
Cambrian-S Release VSI-Bench - Appr. Order78.8Accuracy (%)85.7
Cambrian-S Release VSI-Bench - Obj. Count70.7Mean relative accuracy (%)85.7
Cambrian-S Release VSI-Bench - Obj. Size68Mean relative accuracy (%)85.7
Cambrian-S Release VSI-Bench - Rel. Dir.61.9Accuracy (%)85.7
Cambrian-S Release VSI-Bench - Rel. Dist.64.8Accuracy (%)85.7
Cambrian-S Release Image - DocVQA79.1Accuracy (%)83.3
Cambrian-S Release Image - MMB76Accuracy (%)83.3

Interactive version: theaggregate.ai/model?slug=cambrian-s-3b · How It Works · Data refreshed daily, snapshot 2026-11-08.