NeurIPS 2025 Competitions Announced: 18 Exciting Challenges Across AI Subfields

The NeurIPS 2025 Conference has formally introduced its lineup of accepted competitions for this 12 months’s Competition Track. Now in its ninth version, the NeurIPS Competition Track continues to be a extremely anticipated part of the convention, bringing collectively numerous communities to deal with real-world issues utilizing cutting-edge AI and machine studying strategies.

After a rigorous choice course of from a pool of extremely aggressive submissions, 18 competitions had been chosen—every providing novel challenges, studying alternatives, and collaborative environments. These competitions cowl a broad vary of AI domains, from physics-informed ML and scientific computing to generative AI, accountable AI, reinforcement studying, and sign reconstruction.

Whether you’re a scholar, researcher, or trade skilled, NeurIPS competitions provide beneficial publicity, mentorship alternatives, and a platform to reveal your expertise. Participants not solely be taught from real-world information and issues but in addition get to contribute to impactful analysis.

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What to Expect from NeurIPS 2025 Competitions

This 12 months’s competitions span six fundamental classes:

(*18*)Physics and Scientific Computing

• FAIR Universe – Handling uncertainties and distribution shifts in precision cosmology.

• MyoChallenge 2025 – Advancing human-like athletic intelligence.

• Open Polymer Challenge – Using ML for next-gen polymer informatics.

Generative AI, LLMs, and Reasoning

• CURE-Bench – Reasoning fashions for drug decision-making in precision therapeutics.

• Early Training Scientific Knowledge Evaluation – Assessing reasoning in small language fashions.

• MMU-RAG – Benchmarking user-centric retrieval augmented era throughout modalities.

• DCVLR – Vision-language reasoning by way of curated information challenges.

• Google Code Golf Championship 2025 – Optimizing minimalistic code era.

• LLMs for Embodied Agents – Training brokers to grasp and work together with bodily environments.

Multiagent Systems & Reinforcement Learning

• The MindGames Challenge – Investigating theory-of-mind and recreation intelligence in LLM brokers.

• Mouse vs. AI – Benchmarking AI robustness utilizing real-world neuroethological datasets.

• PokéAgent Challenge – Long-context studying by aggressive gameplay.

Signal Reconstruction and Enhancement

• Ariel Data Challenge 2025 – Enhancing exoplanet sign extraction for area missions.

• Weather4cast 2025 – Multi-task challenges for forecasting climate and air pollution traits.

• EEG Foundation Challenge – Decoding throughout EEG duties and topics.

• PNPL 2025 – Speech detection and phoneme classification on the LibriBrain dataset.

• SLC-PFM – Cancer pathology basis fashions utilizing self-supervised studying.

Responsible AI and Security

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Why Join a NeurIPS Competition?

• Gain expertise engaged on real-world datasets and complicated duties

• Engage in collaborative studying with prime researchers and engineers

• Build your AI portfolio and analysis profile

• Join a world group of innovators and problem-solvers

Participants additionally profit from publicity to the broader NeurIPS viewers and the chance to publish post-competition analyses both within the 2026 NeurIPS Datasets & Benchmarks Track or in a devoted PMLR quantity.

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How to Apply

1. Visit the official competition page

2. Explore the record of 18 competitions and select one which aligns together with your pursuits or experience.

3. Register by way of the person competitors web page—every competitors has its personal sign-up and guidelines.

4. Review the submission tips, deadlines, and analysis standards.

5. Start constructing your answer and submit earlier than the said deadlines.

How to Get Involved

If you’re excited about becoming a member of a contest, keep tuned to NeurIPS Competitions for particulars on particular person competitors timelines, registration, and platforms. For normal inquiries, you possibly can contact: competition-chairs@neurips.cc

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Key Dates

Competition interval: Varies by problem
Post-competition analyses: Submit to NeurIPS 2026 D&B Track or PMLR
Contact: competition-chairs@neurips.cc

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Get able to deal with world-changing challenges and join with a world AI group at NeurIPS 2025!

For extra alternatives, go to opportunitiesforyouth.org.