PHYRE
Click to visit website
About
PHYRE is a benchmark for physical reasoning that contains a set of simple classical mechanics puzzles in a 2D environment. It is designed to encourage the development of sample-efficient learning algorithms that generalize well across puzzles. In PHYRE, puzzles involve an initial state and a goal state, where the goal is typically for a green object to touch a blue or purple object. Agents solve puzzles by placing red objects in the scene to achieve the goal. The benchmark provides task templates, which define sets of related tasks by varying parameters. These templates are used to measure an agent’s generalization ability in within-template and cross-template settings. It's an open-source project from Facebook Research.
Platform
Features
• benchmark for physical reasoning
• api available
• open-source project
• supports within-template and cross-template generalization measurement
• provides task templates for varied tasks
• encourages generalization across puzzles
• designed to encourage sample-efficient learning algorithms
• contains simple classical mechanics puzzles in a 2d environment
Pricing Plans
Free
Free Plan• Access to the PHYRE benchmark
• Set of 2D classical mechanics puzzles
• Tools for evaluating physical reasoning agents
• Open-source codebase
Job Opportunities
There are currently no job postings for this AI tool.
Ratings & Reviews
No ratings available yet. Be the first to rate this tool!
Featured Tools
adly.news
Connect with engaged niche audiences or monetize your subscriber base through an automated marketplace featuring verified metrics and secure Stripe payments.
View Details
Atoms
Launch full-stack products and acquire customers in minutes using a coordinated team of AI agents that handle everything from deep research to SEO and coding.
View Details
Sketch To
Convert images into artistic sketches or transform hand-drawn drafts into realistic photos using advanced AI models designed for artists, designers, and hobbyists.
View Details
Seedance 4.0
Create high-definition AI videos from text prompts or images in seconds with built-in audio, commercial rights, and support for multiple cinematic models.
View Details
Seedance
Transform text prompts or static images into cinematic 1080p videos with fluid motion and consistent multi-shot storytelling for creators and brands.
View Details
GenMix
Generate professional-quality AI videos, images, and voiceovers using world-class models like Sora 2 and Kling 2.6 through a single, unified creative dashboard.
View Details
Reztune
Land more interviews by instantly tailoring your resume to any job description using AI-driven keyword optimization and professional, ATS-friendly templates.
View Details
Image to Image AI
Transform photos and videos using advanced AI models for face swapping, restoration, and style transfer. Perfect for creators needing fast, professional visuals.
View Details
Nano Banana
Edit and enhance photos using natural language prompts while maintaining character consistency and scene structure for professional marketing and digital art.
View Details