What is Cogira PSR-Bench?

Cogira PSR-Bench (Procedural Spatial Reasoning Benchmark) generates infinite, non-memorisable visual reasoning tests for evaluating multimodal LLMs. Each test places shapes on a canvas using chained geometric rules — rotation, scaling, reflection, offset — where every shape depends on previously placed ones. A single early error cascades through the entire layout.

Auto-evaluated
Structural + pixel-level scoring, fully reproducible
Anti-memorisation
Seed-driven, infinite unique tests — no template matching
Easy for humans, hard for LLMs
Trigonometry, chained transforms, long reasoning chains

1 Generate test

Configure a spatial reasoning test (or just go with the defaults), then hit Generate.

Rule:
Difficulty:
Seed:
Color:
Code: