ContPhy

Progress Over Time

Interactive timeline showing model performance evolution on ContPhy

State-of-the-art frontier
Open
Proprietary

ContPhy Leaderboard

2 models
ContextCostLicense
1
ByteDance
ByteDance
2
ByteDance
ByteDance
Notice missing or incorrect data?
About this benchmark

What is ContPhy?

ContPhy is a continuum physical-reasoning benchmark evaluating understanding of physical dynamics in video.

ContPhy is a multimodal benchmark evaluating models on multimodal, reasoning, video, and vision tasks. LLM Stats tracks 2 models on this benchmark, scored on a 0–1 scale. The current average is 0.6, with the leader at 0.6.

Compare leaders on the best AI for multimodal, best AI for reasoning, best AI for video and best AI for vision leaderboards.

Current leaders

Seed 2.1 Pro from ByteDance currently leads the ContPhy leaderboard with a score of 0.636 across 2 evaluated AI models.

1Seed 2.1 ProByteDance63.6%
2Seed 2.1 TurboByteDance61.1%

FAQ

Common questions about the ContPhy benchmark and leaderboard.

What is the ContPhy benchmark?

ContPhy is a continuum physical-reasoning benchmark evaluating understanding of physical dynamics in video.

What is the ContPhy leaderboard?

The ContPhy leaderboard ranks 2 AI models based on their performance on this benchmark. Currently, Seed 2.1 Pro by ByteDance leads with a score of 0.636. The average score across all models is 0.623.

What is the highest ContPhy score?

The highest ContPhy score is 0.636, achieved by Seed 2.1 Pro from ByteDance.

How many models are evaluated on ContPhy?

2 models have been evaluated on the ContPhy benchmark, with 0 verified results and 2 self-reported results.

What categories does ContPhy cover?

ContPhy is categorized under multimodal, reasoning, video, and vision. The benchmark evaluates multimodal models.

How recent are the ContPhy leaderboard results?

The ContPhy leaderboard was last updated in June 2026 and currently includes 2 evaluated models.
ContPhy Leaderboard