EvalAI
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About
EvalAI is an open-source platform for evaluating and comparing machine learning (ML) and artificial intelligence (AI) algorithms at scale. It standardizes the process of evaluating different methods on a dataset and makes it simple to host a competition. EvalAI allows creation of an arbitrary number of evaluation phases and dataset splits, compatibility using any programming language, and organizing results in both public and private leaderboards. It supports remote evaluation, evaluation inside RL environments, and provides CLI support. EvalAI is designed with scalability and portability in mind.
Platform
Task
Features
• custom evaluation protocol
• faster evaluation
• portability
• cli support
• evaluation inside rl environments
• remote evaluation
FAQs
What information should I include in my message?
For a prompt resolution of your issue, please include the following details: Challenge URL, Challenge title, Participant team name, Submission PK if relevant; Submission file URL also works, and any other relevant information that will help us understand the issue
What happens if I do not provide enough detail?
Messages lacking sufficient detail may not be addressed, as we receive numerous messages each day.
I am having trouble with accessing the data for a challenge.
If you are having issues with getting data for a particular challenge, please reach out to the hosts directly.
I am unable to submit because the challenge has a `.edu` requirement.
Please reach out to the hosts directly for assistance.
I see a "Verify your email to continue" message despite having verified.
If you encounter this message, please try using incognito mode or clear your browser cache.
Submission is stuck at submitted or running.
Please provide the challenge URL and submission PK in the contact message below.
My team for the CARLA Autonomous Driving Challenge 2.0 (or a similar challenge) has not been accepted yet. What should I do?
Please reach out to the hosts. This approval is managed at the host end.
I need to make changes (add/remove) to my participant team.
This is not possible at the moment. We are looking into implementing a feature where you can unparticipate in a challenge if there are no submissions made for a challenge. At the moment, this is not supported, however.
I need my challenge approved by the admin.
Please create the challenge and make successful submissions for each phase. Then click on "Request for Approval" button on the challenge page. Any request sent through contact form will not be entertained.
I am unable to send approval request for my challenge. I get an error with "Following challenge phases have missing submissions".
This is expected. If you are facing this error, you need to make a successful submission (which reaches 'Finished' status) for each challenge phase. This is to prevent our resources from being wasted with incorrect evaluation scripts, and to ensure smoothness for participants as well.
I am having trouble with downloading submissions from the "All Submissions" page. What should I do?
This happens when there are too many submissions for the backend to compile. Please reach out to us with you challenge PK and we can download multiple submission files and share. However, please refrain from re-using the same challenge every year as that will keep worsening the issue.
I accidentally deleted my account. How can I restore it?
Please make sure to be careful when dealing with these things. Send us a contact message with your user asking us to reactivate your account.
I found inconsistency with the documentation. What should I do?
We appreciate any reports with issues in our documentation, please reach out to us and explain the problem clearly. We highly appreciate open-source contributions, please open a PR if you can.
Is it possible to access the participants list for my challenge?
Yes, please use the [Analytics Dashboard](https://eval.ai/web/dashboard) to download the participant team details.
I am a new challenge host wanting to create a challenge. I would like to meet with the team to discuss my requirements.
Thanks for using EvalAI. We have a detailed documentation on how to host challenges here: [Host a challenge](https://evalai.readthedocs.io/en/latest/host%5Fchallenge.html). We also have a starter template here: [EvalAI Starters Template](https://github.com/Cloud-CV/EvalAI-Starters).
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