Molmo2-O-7B: benchmark results

Provider: Allen AI. Access: Open.

Aggregate Rating 1563 ± 47, rank #1504 of 10916 rated models, from 17 benchmark results.

Strongest benchmark results

BenchmarkScoreMetricPercentile
BURST-VideoCount61.6Exact-count accuracy (%; 2.2k queries from BURST test-set tr100
Molmo2-CapTest40.1Caption F1 (%; LLM-judged statement precision and recall aga75
Molmo2-VideoCount33.2Exact-count accuracy (%; 533 validation queries)75
PRISM-VLM - Instruction Following77.7Per-axis mean score (%; mean compliance with 1-3 verifiable 63.4
Molmo2 Human Preference1033Elo rating (bootstrap median, Bradley-Terry; pairwise human 60
Molmo2 Human Preference - Captioning1019Elo rating (bootstrap median, Bradley-Terry; pairwise human 60
PRISM-VLM - Visual Discrimination81.7Per-axis mean score (%; forced A/B choice between the gold c50
PRISM-VLM - Multi-Question Robustness31.8Per-axis mean score (%; share of items whose 3-5 bundled que41.5
PRISM-VLM - Quality61Per-axis mean score (%; base accuracy on the recycled questi41.5
EgoIntent - Next Plan19.02Next-Plan (the action that follows in the video) semantic ag35.7
PRISM-VLM - Hallucination Resistance39.9Per-axis mean score (%; share of trap questions (absent enti31.7
PRISM-VLM - Counting47.8Per-axis mean score (%; exact-integer accuracy on synthesize29.3

Interactive version: theaggregate.ai/model?slug=molmo2-o-7b · How It Works · Data refreshed daily, snapshot 2026-11-08.