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Add AI Detector Arena Benchmark to Datasets and Challenges#3

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Add AI Detector Arena Benchmark to Datasets and Challenges#3
twixpiks wants to merge 1 commit intodatamllab:masterfrom
twixpiks:master

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Summary

Adding AI Detector Arena Benchmark to the Datasets and Challenges section.

Dataset Details

Metric Value
Total Images 2,038
AI-Generated 1,018
Real Photos 1,020
AI Generators 17
Categories 6

Key Features

  • Balanced Dataset — Equal split between AI-generated and real images
  • Diverse Generators — 17 state-of-the-art AI image generators (DALL-E 3, Midjourney, Stable Diffusion, Flux, etc.)
  • Multiple Categories — Portrait, Landscape, Art, Food, Animal, Product
  • Live Leaderboard — Real-time comparison of detector performance
  • Versioned — Dataset versions ensure reproducible results

Links

This benchmark provides a valuable resource for researchers evaluating AI-generated image detection methods.

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