MobileWorld

Progress Over Time

Interactive timeline showing model performance evolution on MobileWorld

State-of-the-art frontier
Open
Proprietary

MobileWorld Leaderboard

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

What is MobileWorld?

MobileWorld is a benchmark for evaluating multimodal agents on real mobile-device tasks, testing GUI grounding, navigation, and multi-step task completion in mobile environments.

MobileWorld is a multimodal benchmark evaluating models on multimodal, agents, and vision tasks. LLM Stats tracks 2 models on this benchmark, scored on a 0–1 scale. The current average is 0.7, with the leader at 0.7.

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

Current leaders

Seed 2.1 Pro from ByteDance currently leads the MobileWorld leaderboard with a score of 0.731 across 2 evaluated AI models.

1Seed 2.1 ProByteDance73.1%
2Seed 2.1 TurboByteDance70.0%

FAQ

Common questions about the MobileWorld benchmark and leaderboard.

What is the MobileWorld benchmark?

MobileWorld is a benchmark for evaluating multimodal agents on real mobile-device tasks, testing GUI grounding, navigation, and multi-step task completion in mobile environments.

What is the MobileWorld leaderboard?

The MobileWorld leaderboard ranks 2 AI models based on their performance on this benchmark. Currently, Seed 2.1 Pro by ByteDance leads with a score of 0.731. The average score across all models is 0.716.

What is the highest MobileWorld score?

The highest MobileWorld score is 0.731, achieved by Seed 2.1 Pro from ByteDance.

How many models are evaluated on MobileWorld?

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

What categories does MobileWorld cover?

MobileWorld is categorized under multimodal, agents, and vision. The benchmark evaluates multimodal models.

How recent are the MobileWorld leaderboard results?

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