SpatialWorld - Physical Entertainment: leaderboard

Metric: Task success rate (%) on the 68 physical entertainment tasks; task success rate (%) judged by terminal-state verifiers, vision-only egocentric observation and a unified text action interface, temperature 1.0, 30-turn history, step budget twice the human golden action count plus 10; higher is better. Source: arxiv.org. Saturation forecast: Around 2032. 15 models tracked.

Top models

#ModelScore
1Qwen 3.5 397B A17B13.2
2GPT-510.3
3Qwen 3 VL 235B A22B Instruct7.4
4Qwen 3 VL 235B A22B (Thinking)7.4
5Gemini 3.1 Pro (Preview)5.9
6GPT-5.45.9
7Seed 2.0 Lite5.9
8Kimi K2.54.4
9Gemini 3 Flash4.4
10GLM-4.6V4.4
11GLM-4.5V4.4
12Qwen 2.5 VL 72B Instruct2.9
13Gemini 2.5 Pro1.5

Interactive version: theaggregate.ai/benchmark?slug=spatialworld-physical-entertainment · How It Works · Data refreshed daily, snapshot 2026-09-29.