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Improve RAG with Real-World Benchmarks | KDD Cup 2025
Latest submissions
See All| graded | 289908 | ||
| graded | 289905 | ||
| graded | 289903 |
Improve RAG with Real-World Benchmarks
Latest submissions
Revolutionise E-Commerce with LLM!
Latest submissions
See All| graded | 270855 | ||
| graded | 270854 | ||
| graded | 270853 |
Evaluate Natural Conversations
Latest submissions
Advanced Building Control & Grid-Resilience
Latest submissions
Small Object Detection and Classification
Latest submissions
Amazon KDD Cup 2022
Latest submissions
Decode Complex Shopping Concepts And Terminologies.
Latest submissions
See All| graded | 270401 | ||
| graded | 270400 | ||
| graded | 270399 |
Make Informed Decisions with Shopping Knowledge
Latest submissions
See All| graded | 270527 | ||
| graded | 270526 | ||
| graded | 270525 |
| Participant | Rating |
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| Participant | Rating |
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[Acroquest]YAMALEX Amazon KDD Cup '23: Multilingual Recommendation ChallengeView
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[Acroquest]YAMALEX Amazon KDD Cup 2024: Multi-Task Online Shopping Challenge for LLMsView
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AcroYAMALEX Meta CRAG - MM Challenge 2025View
Meta CRAG - MM Challenge 2025
๐ข Submit Your Technical Report and Poster by July 25 **Submission Link Updated**
5 months agoThanks! host reply me and I understand situation
๐ข Submit Your Technical Report and Poster by July 25 **Submission Link Updated**
5 months agoHi Admins, @snehananavati @yilun_jin8 @Jiaqi
How about presentation conditions? or not presentation?
we will write a technical report. we need to proceed a preparation of material in parallel.
Furthermore, Iโm looking forward to answer from yours
๐ Meta CRAG Challenge 2025 Winners Announcement
5 months agoThank you for paper and poster announcement
Final Evaluation Process & Team Scores
5 months ago@snehananavati @yilun_jin @Jiaqi
Thank you for sharing the detail result.
This is tereka team member of AcroYAMALEX
my submission ID 289902 is Task3 submission ID.
so I check more other teams, 289355(Team_NVIDIA) is task3, 289655(db3) is task2
Do you exchange result task2 and task3?
๐ Meta CRAG Challenge 2025 Winners Announcement
5 months ago@snehananavati @yilun_jin8 @Jiaqi
Hi,admins.
How about these questions in this thread?
We need to prepare submission of paper, presentation and poster, if we meet a conditions.
Iโm looking forward to your response.
๐ Meta CRAG Challenge 2025 Winners Announcement
5 months agoThank you for sharing of final result.
Which submission did you choice in prize?, all team write 2 submission ids in google form.
I would like to a submit paper, but I donโt know that which one.
Why #288766 is failed?
6 months ago@yilun_jin8 @jyotish
Hello admins.
why this submission failed? I canโt see logs.
message is at the first time(pod deleted during operation Check the submission page for more details.)
Why submission #288163 stopped?
6 months ago@jyotish
Did you already re-submit?
I canโt see re-submit result.
Why submission #288163 stopped?
6 months agoThank you for checking.
please re-submit this submission.
Why submission #288163 stopped?
6 months ago@yilun_jin8 @jyotish
Hello admins.
I submit this, but itโs stopped.
why this submission stopped?
it passed validation step, but prediction stopped for a long time.
Important Update on Missing/Refusal Rate
6 months ago@Jiaqi
Please explain about detail of your evaluation announcement.
-
In Single-Source Augmentation almost team missing score is over 90%.
(e.g. my team have almost 91% missing)
Almost team disqualified in Single-Source Augmentation in now in human eval metrics. is that correct? -
Please tell us the approximate missing rate.
Without a benchmark, I canโt know whether the model Iโve trained is good enough.
Why Submission #288026 failed?
6 months ago@yilun_jin8 @jyotish
Hello, admins.
Why this submission is failed?
it submission progress stop on 21%โฆ Do I need to set timeout to get html handling?
Thanks.
Can we submit a stable solution to the competition?
6 months agoThank you for information and adjustment of possible compentations.
Can we submit a stable solution to the competition?
6 months ago@jyotish
Thank you for reply.
Iโm waiting for host announcement about re-evaluation process.
how about this?
When will host announce about possible compensation?
Can we submit a stable solution to the competition?
6 months ago@yilun_jin8
Hello.I would like to confirm about these problems.
- When will the API be fixed?, I will submit my solution in Phase2/3
- When will host announce about possible compensation?
Can we submit a stable solution to the competition?
6 months agoThanks, I completely understand.
Iโm waiting for v0.6 fixed version about Multi Turn/Multi Source.
Can we submit a stable solution to the competition?
6 months agoHi @yilun_jin8
Thank you for reply.
I understand situation at now.
For your information, we can submit Single-Source Augmentation,
but we cannot submit others because of cragmm_search index v0.6 None Exception. Is that correct?
Final Evaluation Process & Team Scores
5 months agoThank you for reply.
I understand, I just misunderstand task2 and task3 task name.