DexHoldem Agentic Perception - Field Average: leaderboard

Metric: Field accuracy (%; unweighted mean of the eight field accuracies; 36 tabletop states from real games, mean of three runs; the perceiver parses the image with its harness at a medium thinking budget). Source: arxiv.org. Saturation forecast: Rough model projection: around 2026. 8 models tracked.

Top models

#ModelScore
1GPT-5.5 (Codex, Medium)66.8
2GPT-5.4 (Codex, Medium)54.5
3Gemini 3 Flash (Gemini CLI, Medium)51.5
4GPT-5.4 mini (Codex, Medium)49.2
5Claude Opus 4.7 (Claude Code, Medium)49.1
6Claude Sonnet 4.6 (Claude Code, Medium)41.8
7Claude Haiku 4.5 (Claude Code, Medium)37.4
8Gemini 3.1 Flash-Lite (Gemini CLI, Medium)34.2

Interactive version: theaggregate.ai/benchmark?slug=dexholdem-agentic-perception-field-average · How It Works · Data refreshed daily, snapshot 2026-09-26.