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Carion et al.: SAM 3 promptable concept segmentation

Unified text/exemplar-prompted detection, segmentation and video tracking with decoupled recognition/localization, a scalable data engine and the companion SA-Co evaluation benchmark.

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Unified text/exemplar-prompted detection, segmentation and video tracking with decoupled recognition/localization, a scalable data engine and the companion SA-Co evaluation benchmark.

Source-linked catalogue note. A detailed explanatory guide has not yet been prepared for this entry.

Scientific scope

One model/task/data contribution, not a separate record per image/video mode. Open-vocabulary concepts and finite evaluation gains do not guarantee every concept can be segmented. Original 2025 report excludes later SAM3.1 updates.

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People and systems

Nicolas Carion; Laura Gustafson; Yuan-Ting Hu; Shoubhik Debnath; Ronghang Hu; Didac Suris; Chaitanya Ryali; Kalyan Vasudev Alwala; Haitham Khedr; Andrew Huang; Jie Lei; Tengyu Ma; Baishan Guo; Arpit Kalla; Markus Marks; Joseph Greer; Meng Wang; Peize Sun; Roman Rädle; Triantafyllos Afouras; Effrosyni Mavroudi; Katherine Xu; Tsung-Han Wu; Yu Zhou; Liliane Momeni; Rishi Hazra; Shuangrui Ding; Sagar Vaze; Francois Porcher; Feng Li; Siyuan Li; Aishwarya Kamath; Ho Kei Cheng; Piotr Dollár; Nikhila Ravi; Kate Saenko; Pengchuan Zhang; Christoph Feichtenhofer

Source-listed authors or explicitly credited technical contributors for the cited versions. Family entries retain source-specific attribution; a combined list is not one original-paper byline or equal individual work. Names alone do not establish resolved identities.

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English catalogue narrative

Carion et al.: SAM 3 promptable concept segmentation

Unified text/exemplar-prompted detection, segmentation and video tracking with decoupled recognition/localization, a scalable data engine and the companion SA-Co evaluation benchmark.

Scientific scope

One model/task/data contribution, not a separate record per image/video mode. Open-vocabulary concepts and finite evaluation gains do not guarantee every concept can be segmented. Original 2025 report excludes later SAM3.1 updates.

Reading status

This is a source-linked WRS catalogue note. A full explanatory guide and independent scientific reconstruction have not been completed for this entry. Read the identified original work for its complete narrative and arguments.

People and systems

Nicolas Carion; Laura Gustafson; Yuan-Ting Hu; Shoubhik Debnath; Ronghang Hu; Didac Suris; Chaitanya Ryali; Kalyan Vasudev Alwala; Haitham Khedr; Andrew Huang; Jie Lei; Tengyu Ma; Baishan Guo; Arpit Kalla; Markus Marks; Joseph Greer; Meng Wang; Peize Sun; Roman Rädle; Triantafyllos Afouras; Effrosyni Mavroudi; Katherine Xu; Tsung-Han Wu; Yu Zhou; Liliane Momeni; Rishi Hazra; Shuangrui Ding; Sagar Vaze; Francois Porcher; Feng Li; Siyuan Li; Aishwarya Kamath; Ho Kei Cheng; Piotr Dollár; Nikhila Ravi; Kate Saenko; Pengchuan Zhang; Christoph Feichtenhofer

Source-listed authors or explicitly credited technical contributors for the cited versions. Family entries retain source-specific attribution; a combined list is not one original-paper byline or equal individual work. Names alone do not establish resolved identities.

Original sources