EmbSpatialBench: leaderboard

Embodied spatial reasoning benchmark evaluating whether models understand locations, directions, and object relationships in physical scenes.

Metric: Score (%). Source: llm-stats.com. 8 models tracked.

Top models

#ModelScore
1Qwen 3.6 27B84.6
2Qwen 3.5 27B84.5
3Qwen 3.6 35B A3B84.3
4Qwen 3 VL 235B A22B (Thinking)84.3
5Qwen 3.5 122B A10B83.9
6Seed 2.1 Pro83.4
7Qwen 3.5 35B A3B83.1
8Seed 2.1 Turbo82.5

Interactive version: theaggregate.ai/benchmark?slug=embspatialbench · How It Works · Data refreshed daily, snapshot 2026-09-05.