PerceptRL Agentic - CountQA: leaderboard

PerceptRL tests visual understanding and spatial reasoning, with separate results for single-turn answers and agents using tools. Accuracy (%).

Metric: Accuracy (%). Source: arxiv.org. Saturation forecast: Around November 2027. 9 models tracked.

Top models

#ModelScoreOverall rank
1Doubao Seed 2.0 Mini65.8#160
2Grok 4.554.3#53
3Kimi K2.654.1#111
4Gemini 3 Flash53.7#103
5Claude Opus 4.853.1#39
6Qwen 3.6 35B A3B49.7#233
7Qwen 3.5 Flash44.1#235

No result here: #3 Claude Opus 5.5, #5 GPT-6 Astra, #7 GPT-6.1 Sol.

Interactive version: theaggregate.ai/benchmark?slug=perceptrl-agentic-countqa · How It Works · Data refreshed daily, snapshot 2026-10-29.