Visual Reasoning

Analyzing working memory theories for visual reasoning model validation.

A human brain is depicted wearing a jeweled crown adorned with large red gemstones against a bright yellow background.

A human brain is depicted wearing a jeweled crown adorned with large red gemstones against a bright yellow background.

Model Evaluation

Comparative analysis of visual reasoning model performance conducted.

Geometric objects, including a wave-like structure, a circular object with grooves, and a ring with an extended shadow, are arranged on a flat surface. Shadows cast by these objects create interesting patterns, enhancing the visual depth.

Geometric objects, including a wave-like structure, a circular object with grooves, and a ring with an extended shadow, are arranged on a flat surface. Shadows cast by these objects create interesting patterns, enhancing the visual depth.

The image features two sections with geometric panels. The left side displays large, orange and beige reflective panels with abstract reflections of trees and structures. The right side contains a vibrant mix of red, blue, and pink panels, creating a dynamic visual pattern.

The image features two sections with geometric panels. The left side displays large, orange and beige reflective panels with abstract reflections of trees and structures. The right side contains a vibrant mix of red, blue, and pink panels, creating a dynamic visual pattern.

A vibrant and intricate visualization of a human form composed of neon-like light strands. The colors predominantly consist of reds, blues, and warm hues, creating an electrifying and dynamic effect. The structure resembles the nervous system, with a focus on the head and upper torso.

A vibrant and intricate visualization of a human form composed of neon-like light strands. The colors predominantly consist of reds, blues, and warm hues, creating an electrifying and dynamic effect. The structure resembles the nervous system, with a focus on the head and upper torso.

Experimental Validation

Conducting experiments to validate visual reasoning model performance.

Visual Reasoning

Exploring cognitive theories through experimental validation and comparative analysis.

An abstract image featuring a geometric structure with a reflection effect. The structure has a textured surface, possibly resembling stone or concrete, with warm sunlight creating highlights and shadows. Below, a hazy reflection suggests an outdoor environment.

An abstract image featuring a geometric structure with a reflection effect. The structure has a textured surface, possibly resembling stone or concrete, with warm sunlight creating highlights and shadows. Below, a hazy reflection suggests an outdoor environment.

An interior of a large, vaulted space featuring repeated metal rods creating an optical illusion of depth. Sunlight filters through arched windows, casting intricate patterns of light and shadow on the walls and floor. At the far end, a large circular shape is visible, adding to the geometric complexity of the scene.

An interior of a large, vaulted space featuring repeated metal rods creating an optical illusion of depth. Sunlight filters through arched windows, casting intricate patterns of light and shadow on the walls and floor. At the far end, a large circular shape is visible, adding to the geometric complexity of the scene.

A surreal scene featuring a geometric, angular sculpture of a human figure positioned upside-down near the top left. In the background, a series of semi-transparent, dynamic images depict a human figure in various stages of running, conveying motion. The setting is mostly dark, emphasizing the light shapes and movement.

A surreal scene featuring a geometric, angular sculpture of a human figure positioned upside-down near the top left. In the background, a series of semi-transparent, dynamic images depict a human figure in various stages of running, conveying motion. The setting is mostly dark, emphasizing the light shapes and movement.

A person is sitting at a desk and looking at a computer screen displaying a red architectural design. Next to it, a laptop shows a mind map. The setting appears to be an office or workspace with a focus on creative tasks.

A person is sitting at a desk and looking at a computer screen displaying a red architectural design. Next to it, a laptop shows a mind map. The setting appears to be an office or workspace with a focus on creative tasks.