ESPIRE - Place Success: leaderboard

Metric: Task success rate (%) on the 1,125 place tasks: correct localization and an accepted execution in the simulated scene; no reflection input; higher is better. Source: arxiv.org. Saturation forecast: Around 2032. 6 models tracked.

Top models

#ModelScoreOverall rank
1Qwen 3 VL 30B A3B Instruct20#365
2Qwen 3 VL 235B A22B Instruct19.34#264
3Qwen 3 VL 8B Instruct12.41#401
4InternVL3-78B9.67#345
5Gemini 2.5 Pro5.68#145

No result here: #3 Claude Opus 5.5, #5 GPT-6 Astra, #8 Claude Fable 5.1.

Interactive version: theaggregate.ai/benchmark?slug=espire-place-success · How It Works · Data refreshed daily, snapshot 2026-10-11.