Benchmark
MotionBench
What is MotionBench?
MotionBench is a benchmark for evaluating multimodal models on motion understanding in videos, testing the ability to comprehend temporal dynamics, movement…
- Modality
- multimodal
- Evaluates
- multimodal, reasoning, video, vision
- Openness
- unknown
- Importer
- LLM Stats
- Reported scores
- 3
Source provenance
- Original evidence https://api.zeroeval.com/leaderboard/benchmarks/motionbench?top_n=500
MotionBench results and reported scores
LLM Stats
| Model | Organization | Reported value | Reported | Evidence |
|---|---|---|---|---|
| Kimi K2.5 | Moonshot AI | 0.704 | 2026-01-27 | evidence |
| Seed 2.1 Pro | ByteDance | 0.749 | 2026-06-24 | evidence |
| Seed 2.1 Turbo | ByteDance | 0.748 | 2026-06-24 | evidence |
Scores are partitioned by the source that reported them and are never merged into a single cross-source ranking, because the sources measure different things and say so.