LLaVA-Video-72B: benchmark results

Provider: LLaVA Team. Access: Open.

Aggregate Rating 1586 ± 34, rank #1163 of 10916 rated models, from 28 benchmark results.

Strongest benchmark results

BenchmarkScoreMetricPercentile
SFI-Bench64.9Macro-average accuracy (%) over the six tasks (global and co100
SFI-Bench - Operation Planning58.4Accuracy (%) on the operation planning questions, four-optio96.9
Flat-Pack Bench - Part Mating56.32Mate: decide whether two parts are connected in the final as91.4
SFI-Bench - Global and Conditional Counting57.9Accuracy (%) on the global and conditional counting question87.5
Flat-Pack Bench: Evaluating Spatio-Temporal Understanding in Large Vision-Language Models through Furniture Assembly37.54Micro Avg. (%)75.8
SFI-Bench - Cross-View Path Reasoning70.3Accuracy (%) on the cross-view multi-hop path reasoning ques70.8
TOC-Bench - Event Existence49.3Event Existence accuracy (%) on TOC-Bench (2,323 human-verif70
Flat-Pack Bench - Part Tracking35.8Track: recover the correspondence of shuffled part IDs betwe69
Flat-Pack Bench - Temporal Ordering36.77TOrd: order the connection events of the highlighted parts, 69
SFI-Bench - Troubleshooting50.9Accuracy (%) on the causal hypothesis and troubleshooting qu62.5
TVBench50Average Accuracy55.6
SFI-Bench - Functional Association56.7Accuracy (%) on the functional association questions, four-o54.2

Interactive version: theaggregate.ai/model?slug=llava-video-72b · How It Works · Data refreshed daily, snapshot 2026-11-08.