Video Understanding Benchmark

IntPhys2

IntPhys2 intuitive-physics video understanding benchmark, reported on the Muse Spark Open model card under Multimodal (xhigh reasoning effort).

Category

Video Understanding

Score type

percent

Scale

100%

higher is better

Models tested

1

What is IntPhys2?

IntPhys2 is a benchmark for understanding videos instead of static images. The official description says: "IntPhys2 intuitive-physics video understanding benchmark, reported on the Muse Spark Open model card under Multimodal (xhigh reasoning effort)". Below we describe in simple words what benchmarks of this type generally examine.

What does it test?

IntPhys2 measures understanding videos instead of static images. In detail, it checks:

  • following events, actions and their order across time
  • answering questions about long videos (with and without subtitles)
  • reasoning about what happened and why, not just single frames
  • integrating audio/subtitle context with the visual stream

How to read the score

The score is accuracy: the percentage of tasks answered or solved correctly. 100% means every task was solved perfectly; higher is better.

Official methodology note: IntPhys2 intuitive-physics video understanding benchmark, reported on the Muse Spark Open model card under Multimodal (xhigh reasoning effort).

Frequently asked questions

What is the IntPhys2 benchmark?

IntPhys2 is a benchmark for understanding videos instead of static images. The official description says: 'IntPhys2 intuitive-physics video understanding benchmark, reported on the Muse Spark Open model card under Multimodal (xhigh reasoning effort)'. Below we describe in simple words what benchmarks of this type generally examine.

What does IntPhys2 test?

IntPhys2 mainly measures understanding videos instead of static images. Concretely, it checks: following events, actions and their order across time; answering questions about long videos (with and without subtitles); reasoning about what happened and why, not just single frames.

How is the IntPhys2 score calculated?

The score is accuracy: the percentage of tasks answered or solved correctly. 100% means every task was solved perfectly; higher is better. The declared maximum score of this benchmark is 100.0.

Where do I get IntPhys2 data and scores?

The official benchmark page/reference is linked on this page. Every score on Open LLM Radar is also available as open data: download the scores JSON (http://open-llm-radar-api:8000/api/v1/benchmarks/intphys2/scores) or pull it directly from the Open LLM Radar API with any HTTP client.

Model scores 1 model tested

Reset
# Model Score Date Source Verified
1 Muse-Spark-Open-816B-A42B
Meta Superintelligence Lab
68.3%
15.10.2026 Report Verified