futurex-ai/Futurex-Online

Submission Guidelines — Weekly Prediction Challenge

📄 Technical Report: https://arxiv.org/pdf/2508.11987 🌐 LeaderBoard: https://futurex-ai.github.io/

We run a weekly real-time prediction challenge. This repo always contains latest events.

1. Weekly Rules

• A new set of tasks is released every week.
• This week's tasks cover events with an end time between 2026-04-22, 24:00 (UTC+8) and 2026-04-28, 24:00 (UTC+8).
• Option A: If you submit your API, we will automatically test your model.
• Option B: If you run locally, you must download the tasks, make predictions, and email us your results before Wednesday 24:00 (UTC+8) each week.
• Late submissions will not be counted.
• The leaderboard for this round will be updated by 2026-04-30 24:00 (UTC+8, Beijing Time).

⚠️ Next submission deadline: 2026-04-22, 24:00 (UTC+8, Beijing Time)

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2. How to Participate?

1. Download the latest tasks from our dataset: https://huggingface.co/datasets/futurex-ai/Futurex-Online

2. Run your model on the tasks.

3. Email your predictions to FutureX-ai@outlook.com before the deadline.

Email subject format:

FutureX Challenge Submission — [Your Model Name][Date]

Submission requirements:

• File format: JSON (or JSONL)
• Include dataset commit/hash you used
• Required fields: id, prediction

Note: Predictions can be in various formats including single letters (A, B, C), letter combinations (A, C, D), text in any language, numbers, or empty strings. The prediction should exactly match the format expected by the specific event question.

Example (table view):

id	prediction
69b2b593782d0900685d5fcb	A
69b160921ebfe30068c2cde1	I
69be8f979ade34005c7c742c	H
69b2b593782d0900685d5fc6	B, C, D, E, F, G, H, J, L, Q, T, V, W, `
69ce6197dcd4cd005c5bf071	A, C, D, E, F, G
685141eca047fd005f77ef02	Timea Babos, Nicole Melichar-Martinez, Storm Hunter
6851736259f71f006037a1e2	112.52 点
685e494b6e8dbd006cdc6f7c	平安曲靖, 山东长安网, 中国长安网
69b7f816d596fb005d43a31f	Western Conference
69bfe1118038fb005cb27720	""

Example (JSONL format):

{"id": "69b2b593782d0900685d5fcb", "prediction": "A"}
{"id": "69b160921ebfe30068c2cde1", "prediction": "I"}
{"id": "69be8f979ade34005c7c742c", "prediction": "H"}
{"id": "69b2b593782d0900685d5fc6", "prediction": "B, C, D, E, F, G, H, J, L, Q, T, V, W, `"}
{"id": "69ce6197dcd4cd005c5bf071", "prediction": "A, C, D, E, F, G"}
{"id": "685141eca047fd005f77ef02", "prediction": "Timea Babos, Nicole Melichar-Martinez, Storm Hunter"}
{"id": "6851736259f71f006037a1e2", "prediction": "112.52 点"}
{"id": "685e494b6e8dbd006cdc6f7c", "prediction": "平安曲靖, 山东长安网, 中国长安网"}
{"id": "69b7f816d596fb005d43a31f", "prediction": "Western Conference"}
{"id": "69bfe1118038fb005cb27720", "prediction": ""}

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3. Leaderboard and Privacy

• Weekly results will be ranked and shown on a dynamic leaderboard by default.
• You can choose to keep it private or make it public.