Is Smaug-AI-Image-Detector SOTA?

As of Oct 22, 2026, Smaug-AI-Image-Detector is pending benchmarks on isitsota: announced Oct 19, 2026, with no independent results on the boards we track yet.

Pending benchmarksTracking since Oct 19, 2026

Is Smaug-AI-Image-Detector state of the art?Pending benchmarks.Announced Oct 19, 2026; no independent results yet.

Abacus.AI's open-weights detector for AI-generated images, released on Hugging Face under Apache 2.0 with GGUF builds.

Announced facts

The details so far

Lab: Abacus.AI
Announced: Oct 19, 2026
API: Not yet
Open weights: Published
Task: Detect AI-generated images (image classification)
License: Apache 2.0 (Hugging Face card)
Base model: google/embeddinggemma-2 (Hugging Face card metadata)
Weights: Hugging Face, plus a GGUF repo (abacusai/Smaug-AI-Image-Detector-GGUF)

Tags marked unsure are not stated on the lab's own pages.

Next steps

What would let us call it

Verdicts use only independent boards we already track. Two consecutive snapshots are required before any crown.

Publicly announced with a source
Usable by the public (API or weights)
Listed on an independent board we track
Enough results for a rank in a category
Holds across two snapshots (crowns only)

Self-reported

What the lab claims

Self-reported. Shown for context; not used in any verdict.

Lab claim: outperforms every other AI image detector (self-reported).

Receipts

Sources

LABBindu Reddy announcement on Xx.com/bindureddy/status/2112254382599471259 · Oct 19, 2026 REPOSmaug-AI-Image-Detector on Hugging Facehuggingface.co/abacusai/Smaug-AI-Image-Detector · Oct 16, 2026

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