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Kaggle Benchmarking Challenge

This is the official tag for submissions and announcements related to the Kaggle Benchmarking Challenge.

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Building a C++ Logical Bug Detection Benchmark on Kaggle: Testing 3 AI Models

Building a C++ Logical Bug Detection Benchmark on Kaggle: Testing 3 AI Models

Comments 2
2 min read
The Cheapest, Fastest Model Is the Best Security Reviewer. I Tested 8 to Find Out.

Kaggle Benchmarking Challenge Submission

The Cheapest, Fastest Model Is the Best Security Reviewer. I Tested 8 to Find Out.

Comments 1
7 min read
What Does AI Forget First?

Kaggle Benchmarking Challenge Submission

What Does AI Forget First?

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Comments 1
4 min read
Do AI models understand daily life in Pakistan? lakh/crore, PKT and Urdu tested

Kaggle Benchmarking Challenge Submission

Do AI models understand daily life in Pakistan? lakh/crore, PKT and Urdu tested

Comments 1
6 min read
Can an LLM Read a Fraud Network? Testing Gemma 4 31B

Kaggle Benchmarking Challenge Submission

Can an LLM Read a Fraud Network? Testing Gemma 4 31B

Comments 1
2 min read
Can GPT-5.4 mini handle least-privilege cloud incidents? A 16-case benchmark

Kaggle Benchmarking Challenge Submission

Can GPT-5.4 mini handle least-privilege cloud incidents? A 16-case benchmark

Comments 2
2 min read
Does your coding agent understand you in your native language?

Kaggle Benchmarking Challenge Submission

Does your coding agent understand you in your native language?

Comments 1
4 min read
Gone for Good? I asked 10 models which deleted data could actually be restored

Kaggle Benchmarking Challenge Submission

Gone for Good? I asked 10 models which deleted data could actually be restored

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Comments 2
10 min read
TeluguMixBench: Evaluating LLMs on Telugu and Telugu-English Code-Mixed Tasks

TeluguMixBench: Evaluating LLMs on Telugu and Telugu-English Code-Mixed Tasks

Comments 1
2 min read
Do LLMs Actually Fix Tricky React Hooks, or Do They Just Cheat?

Do LLMs Actually Fix Tricky React Hooks, or Do They Just Cheat?

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Comments
3 min read
A Paused AI Workflow: Retry, Resume, or Keep Holding?

Kaggle Benchmarking Challenge Submission

A Paused AI Workflow: Retry, Resume, or Keep Holding?

Comments
4 min read
MY Edit or Abstain: AI Code-Repair Decision Benchmark

MY Edit or Abstain: AI Code-Repair Decision Benchmark

Comments
3 min read
I put one wrong test in the file. Most models sided with the test.

Kaggle Benchmarking Challenge Submission

I put one wrong test in the file. Most models sided with the test.

Comments 1
6 min read
Only What I Asked

Only What I Asked

Comments
3 min read
Hook constraint benchmark kaggle-challenge DONE !!!

Kaggle Benchmarking Challenge Submission

Hook constraint benchmark kaggle-challenge DONE !!!

Comments
3 min read
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