TriViewBench - Local Decision: leaderboard

Metric: Accuracy (%) over the 3,508 Local Decision questions (tallest tower and relative x, y, z position of two objects), all four complexity levels; three orthographic views (front, side, top) of synthetic 3D tower scenes, direct prompting with a concise answer within 128 tokens, greedy decoding; higher is better. Source: arxiv.org. Saturation forecast: Estimated already saturated. 18 models tracked.

Top models

#ModelScore
1Gemini 2.5 Flash89.65
2Qwen 3 VL 32B Instruct86.83
3Qwen 3 VL 8B Instruct84.49
4Claude 3.7 Sonnet80.99
5GPT-4o74.52
6InternVL3.5-8B73
7Qwen 3 VL 4B Instruct70.67
8Qwen 2.5 VL 32B Instruct60.83
9Qwen 2.5 VL 7B Instruct54.1

Interactive version: theaggregate.ai/benchmark?slug=triviewbench-local-decision · How It Works · Data refreshed daily, snapshot 2026-09-29.