Raven's Progressive Matrix

Find the pattern in the 3x3 grid and select the missing piece from the 8 choices below.

Select an answer:
A
B
C
D
E
F
G
H
Statistics
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About: This demo uses a hyperbolic neural network (H2RM) to solve Raven's Progressive Matrices - a classic test of abstract reasoning. The model uses dual-curvature geometry to discover visual patterns hierarchically: abstract rules at the H-level (low curvature) and visual details at the L-level (high curvature).