MMSIBench
Progress Over Time
Interactive timeline showing model performance evolution on MMSIBench
State-of-the-art frontier
Open
Proprietary
MMSIBench Leaderboard
2 models
| Context | Cost | License | ||||
|---|---|---|---|---|---|---|
| 1 |  Seed 2.1 ProNew ByteDance | — | — | — | ||
| 2 | ByteDance | — | — | — |
Notice missing or incorrect data?
What is MMSIBench?
MMSIBench is a multimodal spatial-intelligence benchmark evaluating spatial reasoning over images.
MMSIBench is a multimodal benchmark evaluating models on multimodal, spatial reasoning, and vision tasks. LLM Stats tracks 2 models on this benchmark, scored on a 0–1 scale. The current average is 0.3, with the leader at 0.4.
Compare leaders on the best AI for multimodal, best AI for spatial reasoning and best AI for vision leaderboards.
Current leaders
Seed 2.1 Pro from ByteDance currently leads the MMSIBench leaderboard with a score of 0.359 across 2 evaluated AI models.
FAQ
Common questions about the MMSIBench benchmark and leaderboard.