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PolyFormer: Referring Image Segmentation as Sequential Polygon Generation

Name: PolyFormer: Referring Image Segmentation as Sequential Polygon Generation - AI Visibility Score
Creator: Engagemii
Published: 2026-05-25T07:26:25.433Z
License: https://creativecommons.org/licenses/by/4.0/

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AEO Score: 4/10

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polyformer.github.io

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Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can actually read your site and cite it in answers. Two-thirds of websites are invisible to them. PolyFormer: Referring Image Segmentation as Sequential Polygon Generation just got measured.

4/10 means PolyFormer: Referring Image Segmentation as Sequential Polygon Generation is borderline visible. AI bots can crawl your site but your structured-data signals are thin. You are at risk of being skipped when buyers ask AI for a recommendation.

About PolyFormer: Referring Image Segmentation as Sequential Polygon Generation

PolyFormer: Referring Image Segmentation as Sequential Polygon Generation

Key Topics

PolyFormer:

Table 1. Comparison with the state-of-the-art methods on three referring image segmentation benchmarks.

Table 2. Comparison with the state-of-the-art methods on three referring expression comprehension benchmarks.

Figure 4. The cross-attention maps of the decoder when generating the polygon. ★ is the 2D vertex prediction at each inference step.

Figure 5. The results of LAVT (top), SeqTR (middle), and PolyFormer (bottom) on RefCOCOg test set.

Figure 6. The results of LAVT (top), SeqTR (middle), and PolyFormer (bottom) on synthetic images generated by StableDiffusion.

Details

Category: Technology

polyformer.github.io

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Source & Attribution

Scored by Engagemii on May 25, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/polyformer-github-io

Cite this score: Engagemii (2026). "AEO Score for PolyFormer: Referring Image Segmentation as Sequential Polygon Generation." Retrieved from https://engagemii.com/aeo/brands/polyformer-github-io

Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.