ERQA: leaderboard

Embodied Reasoning Question Answering benchmark with visual questions about space, trajectories, actions, state estimation, and multi-view reasoning.

Metric: Score (%). Source: github.com. Source: llm-stats.com. Saturation forecast: Around October 2027. 28 models tracked.

Top models

#ModelScoreOverall rank
1Qwen 3.8 Max77.8#35
2Qwen3.8-Flash-Next72.3#72
3Seed 2.1 Pro72#67
4Seed 2.1 Turbo71.3#86
5Qwen 3.7 Plus69.8#92
6GPT-565.7#98
7Qwen 3.6 Plus65.7#120
8Qwen 3.8 27B65.5#105
9Qwen 3.5 35B A3B64.8#256
10Muse Spark64.7#64
11O364#124
12Qwen 3.6 27B62.5#170
13Qwen 3.5 122B A10B62#173
14Qwen 3.5 27B60.5#187
15Seed 1.858.8#139

No result here: #3 Claude Opus 5.5, #6 GPT-6 Astra, #7 GPT-6.1 Sol.

Interactive version: theaggregate.ai/benchmark?slug=erqa · How It Works · Data refreshed daily, snapshot 2026-10-20.