VideoLLaMA2-7B: benchmark results

Provider: Other. Access: Open.

Aggregate Rating 1514 ± 20, rank #2136 of 10916 rated models, from 87 benchmark results.

Strongest benchmark results

BenchmarkScoreMetricPercentile
AVI-Bench - Audio Multi-Instance Classification36.46Task score (%) on audio multi-instance classification (518 c96
AVI-Bench - Audio Sensation QA24.3Task score (%) on primitive audio sensation (502 multiple-ch88
AVI-Bench - Audio-Visual Sensation QA21.65Task score (%) on primitive audio-visual sensation (388 mult86
VidPair-Halluc - Multi-Choice F162.91Multiple-choice F1 (%) for assessing and ranking clip-level 85.7
AVI-Bench - Visual-Referenced Audio Hallucination70Task score (%) on visual-referenced audio hallucination (25076
SceneBench - Scene QA28.7Accuracy (%) on SceneBench's 3,311 scene qa items (questions72.2
AVI-Bench - Perception32.45Stage score (%) for the perception stage: mean of the audio 68
AVI-Bench - Primitive Sensation20.34Stage score (%) for the primitive sensation extension (AVI-B68
SceneBench - Scene QA (Audio)32Accuracy (%) on SceneBench's 4,097 scene qa (audio) items (s66.7
MLVU-Dev - Generation3.99Generation score, GPT-4 judged (0-10)65.5
VideoOdyssey-AV - Captioning46.8Multiple-choice accuracy (%) on the 47 captioning questions 63.6
VideoOdyssey-AV - Temporal Ordering26Multiple-choice accuracy (%) on the 50 temporal ordering que63.6

Interactive version: theaggregate.ai/model?slug=videollama2-7b · How It Works · Data refreshed daily, snapshot 2026-11-08.