Paper Citation Record · LEDGER

Promptable Concept Segmentation from Above: Evaluating SAM 3's Zero-Shot and One-Shot Capabilities in Remote Sensing

As of 7 August 2026, this Paper Citation Record lists 28 of 28 outbound references and 0 inbound Pith citation observations for arXiv:2607.09583.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2607.09583 v1

Coverage vector

measured 28 of 28 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-13T01:59:27.974045Z

measured 28 of 28 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

28 of 28 outbound references displayed

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unresolved28
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d8ac6fcb-c6e1-45fd-9506-a5f10718ccb8 · outbound

This paper cites Segment anything,.

Promptable Concept Segmentation from Above: Evaluating SAM 3's Zero-Shot and One-Shot Capabilities in Remote Sensing Segment anything,

Reference 1

Resolution: unresolved; no resolver link, observed 2026-07-13T01:59:27.974045Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a56611e3-9c8e-4f32-a224-4b86259d94dd · outbound

This paper cites SAM 2: Segment Anything in Images and Videos.

Promptable Concept Segmentation from Above: Evaluating SAM 3's Zero-Shot and One-Shot Capabilities in Remote Sensing SAM 2: Segment Anything in Images and Videos

Reference 2

Resolution: unresolved; no resolver link, observed 2026-07-13T01:59:27.974045Z

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Observation 82911ebd-fcf4-4f67-b576-e1e656f10af2 · outbound

This paper cites SAM 3: Segment Anything with Concepts.

Promptable Concept Segmentation from Above: Evaluating SAM 3's Zero-Shot and One-Shot Capabilities in Remote Sensing SAM 3: Segment Anything with Concepts

Reference 3

Resolution: unresolved; no resolver link, observed 2026-07-13T01:59:27.974045Z

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Observation 0d293da5-71f6-47a4-936f-a33de2f918b2 · outbound

This paper cites Remoteclip: A vision language foundation model for remote sensing,.

Promptable Concept Segmentation from Above: Evaluating SAM 3's Zero-Shot and One-Shot Capabilities in Remote Sensing Remoteclip: A vision language foundation model for remote sensing,

Reference 4

Resolution: unresolved; no resolver link, observed 2026-07-13T01:59:27.974045Z

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Observation a8403fd9-426a-4dd1-a7fe-2c833f31c7a0 · outbound

This paper cites Semantic-promoted debiasing and background disambiguation for zero-shot instance segmentation,.

Promptable Concept Segmentation from Above: Evaluating SAM 3's Zero-Shot and One-Shot Capabilities in Remote Sensing Semantic-promoted debiasing and background disambiguation for zero-shot instance segmentation,

Reference 5

Resolution: unresolved; no resolver link, observed 2026-07-13T01:59:27.974045Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 747bb8a0-7b82-4803-8775-c97350972704 · outbound

This paper cites Zero-shot instance segmentation,.

Promptable Concept Segmentation from Above: Evaluating SAM 3's Zero-Shot and One-Shot Capabilities in Remote Sensing Zero-shot instance segmentation,

Reference 6

Resolution: unresolved; no resolver link, observed 2026-07-13T01:59:27.974045Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8f3b39dc-4871-4e56-8fb4-b3df62b66720 · outbound

This paper cites Aid: A benchmark data set for perfor- mance evaluation of aerial scene classification,.

Promptable Concept Segmentation from Above: Evaluating SAM 3's Zero-Shot and One-Shot Capabilities in Remote Sensing Aid: A benchmark data set for perfor- mance evaluation of aerial scene classification,

Reference 7

Resolution: unresolved; no resolver link, observed 2026-07-13T01:59:27.974045Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6ba38d39-00c6-425d-aed7-e48a7fcd1962 · outbound

This paper cites Object detection in optical remote sensing images: A survey and a new benchmark,.

Promptable Concept Segmentation from Above: Evaluating SAM 3's Zero-Shot and One-Shot Capabilities in Remote Sensing Object detection in optical remote sensing images: A survey and a new benchmark,

Reference 8

Resolution: unresolved; no resolver link, observed 2026-07-13T01:59:27.974045Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3af7e6af-ef8f-44df-9f90-d4f870ce522f · outbound

This paper cites isaid: A large-scale dataset for instance segmentation in aerial images,.

Promptable Concept Segmentation from Above: Evaluating SAM 3's Zero-Shot and One-Shot Capabilities in Remote Sensing isaid: A large-scale dataset for instance segmentation in aerial images,

Reference 9

Resolution: unresolved; no resolver link, observed 2026-07-13T01:59:27.974045Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 42296a31-aca7-44a4-876d-0d909910d2a6 · outbound

This paper cites Learning transferable visual models from natural language supervision,.

Promptable Concept Segmentation from Above: Evaluating SAM 3's Zero-Shot and One-Shot Capabilities in Remote Sensing Learning transferable visual models from natural language supervision,

Reference 10

Resolution: unresolved; no resolver link, observed 2026-07-13T01:59:27.974045Z

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Unavailable: canonical work link unavailable.

Observation b940f08a-a2eb-46c8-bcb9-5727c3756408 · outbound

This paper cites Rs5m and georsclip: A large- scale vision-language dataset and a large vision-language model for remote sensing,.

Promptable Concept Segmentation from Above: Evaluating SAM 3's Zero-Shot and One-Shot Capabilities in Remote Sensing Rs5m and georsclip: A large- scale vision-language dataset and a large vision-language model for remote sensing,

Reference 11

Resolution: unresolved; no resolver link, observed 2026-07-13T01:59:27.974045Z

Source-reported events for the cited work

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Observation 860ad1a2-e4c2-46ed-8b33-9171594620df · outbound

This paper cites Rsdix: Lightweight and data- efficient vlms for remote sensing through self-distillation,.

Promptable Concept Segmentation from Above: Evaluating SAM 3's Zero-Shot and One-Shot Capabilities in Remote Sensing Rsdix: Lightweight and data- efficient vlms for remote sensing through self-distillation,

Reference 12

Resolution: unresolved; no resolver link, observed 2026-07-13T01:59:27.974045Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a2fd8d50-4645-4848-b8a5-61fb6fb79098 · outbound

This paper cites End-to-end object detec- tion with transformers,.

Promptable Concept Segmentation from Above: Evaluating SAM 3's Zero-Shot and One-Shot Capabilities in Remote Sensing End-to-end object detec- tion with transformers,

Reference 13

Resolution: unresolved; no resolver link, observed 2026-07-13T01:59:27.974045Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 91ae59cb-4db0-4e4c-b072-8ddf14d46b28 · outbound

This paper cites Robust region feature synthesizer for zero-shot object detection,.

Promptable Concept Segmentation from Above: Evaluating SAM 3's Zero-Shot and One-Shot Capabilities in Remote Sensing Robust region feature synthesizer for zero-shot object detection,

Reference 14

Resolution: unresolved; no resolver link, observed 2026-07-13T01:59:27.974045Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a70e08c9-030a-4ae4-8ce0-ef16a9b0e792 · outbound

This paper cites Grounding dino: Marrying dino with grounded pre-training for open-set object detection,.

Promptable Concept Segmentation from Above: Evaluating SAM 3's Zero-Shot and One-Shot Capabilities in Remote Sensing Grounding dino: Marrying dino with grounded pre-training for open-set object detection,

Reference 15

Resolution: unresolved; no resolver link, observed 2026-07-13T01:59:27.974045Z

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Observation 0b40adde-201e-472c-8fb3-b6d97bb4c690 · outbound

This paper cites Cosedet: Open-vocabulary remote sensing object detection with contextual semantic information,.

Promptable Concept Segmentation from Above: Evaluating SAM 3's Zero-Shot and One-Shot Capabilities in Remote Sensing Cosedet: Open-vocabulary remote sensing object detection with contextual semantic information,

Reference 16

Resolution: unresolved; no resolver link, observed 2026-07-13T01:59:27.974045Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ce4b466a-3459-4a2f-a2e6-ef57fbd096c8 · outbound

This paper cites Zori: Towards discriminative zero- shot remote sensing instance segmentation,.

Promptable Concept Segmentation from Above: Evaluating SAM 3's Zero-Shot and One-Shot Capabilities in Remote Sensing Zori: Towards discriminative zero- shot remote sensing instance segmentation,

Reference 17

Resolution: unresolved; no resolver link, observed 2026-07-13T01:59:27.974045Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5f90c70e-2cf0-404b-b817-8d8eef65ac93 · outbound

This paper cites Skyscript: A large and semanti- cally diverse vision-language dataset for remote sensing,.

Promptable Concept Segmentation from Above: Evaluating SAM 3's Zero-Shot and One-Shot Capabilities in Remote Sensing Skyscript: A large and semanti- cally diverse vision-language dataset for remote sensing,

Reference 18

Resolution: unresolved; no resolver link, observed 2026-07-13T01:59:27.974045Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 53a28d9f-a5cc-473e-a800-58a822c0adc3 · outbound

This paper cites Rs-clip: Zero shot remote sensing scene classification via contrastive vision-language supervision,.

Promptable Concept Segmentation from Above: Evaluating SAM 3's Zero-Shot and One-Shot Capabilities in Remote Sensing Rs-clip: Zero shot remote sensing scene classification via contrastive vision-language supervision,

Reference 19

Resolution: unresolved; no resolver link, observed 2026-07-13T01:59:27.974045Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 413cc070-4f9d-4d42-9fac-5912104cc4e3 · outbound

This paper cites Enhancing Remote Sensing Vision-Language Models Through MLLM and LLM-Based High-Quality Image-Text Dataset Generation.

Promptable Concept Segmentation from Above: Evaluating SAM 3's Zero-Shot and One-Shot Capabilities in Remote Sensing Enhancing Remote Sensing Vision-Language Models Through MLLM and LLM-Based High-Quality Image-Text Dataset Generation

Reference 20

Resolution: unresolved; no resolver link, observed 2026-07-13T01:59:27.974045Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ae0ad0a1-ed08-41c9-b400-54df3122250c · outbound

This paper cites Vk-det: Visual knowledge guided prototype learning for open-vocabulary aerial object detection,.

Promptable Concept Segmentation from Above: Evaluating SAM 3's Zero-Shot and One-Shot Capabilities in Remote Sensing Vk-det: Visual knowledge guided prototype learning for open-vocabulary aerial object detection,

Reference 21

Resolution: unresolved; no resolver link, observed 2026-07-13T01:59:27.974045Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0871e8cb-f8d3-4e0a-b231-33ba2262c3b8 · outbound

This paper cites Zero-shot object detection via descriptor registration,.

Promptable Concept Segmentation from Above: Evaluating SAM 3's Zero-Shot and One-Shot Capabilities in Remote Sensing Zero-shot object detection via descriptor registration,

Reference 22

Resolution: unresolved; no resolver link, observed 2026-07-13T01:59:27.974045Z

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Unavailable: canonical work link unavailable.

Observation a72ba405-cf38-491b-b771-0f7d135a94ff · outbound

This paper cites Open-vocabulary object detection via vision and language knowledge distillation,.

Promptable Concept Segmentation from Above: Evaluating SAM 3's Zero-Shot and One-Shot Capabilities in Remote Sensing Open-vocabulary object detection via vision and language knowledge distillation,

Reference 23

Resolution: unresolved; no resolver link, observed 2026-07-13T01:59:27.974045Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 571d4195-68e2-4faa-80d9-fbc7dcc46ec5 · outbound

This paper cites Yolo-world: Real-time open- vocabulary object detection,.

Promptable Concept Segmentation from Above: Evaluating SAM 3's Zero-Shot and One-Shot Capabilities in Remote Sensing Yolo-world: Real-time open- vocabulary object detection,

Reference 24

Resolution: unresolved; no resolver link, observed 2026-07-13T01:59:27.974045Z

Source-reported events for the cited work

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Observation 40e9dcaf-8578-422a-a2fd-1c9ccb5733f9 · outbound

This paper cites Castdet: Toward open vocabulary aerial object detection with clip-activated student-teacher learning,.

Promptable Concept Segmentation from Above: Evaluating SAM 3's Zero-Shot and One-Shot Capabilities in Remote Sensing Castdet: Toward open vocabulary aerial object detection with clip-activated student-teacher learning,

Reference 25

Resolution: unresolved; no resolver link, observed 2026-07-13T01:59:27.974045Z

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Unavailable: canonical work link unavailable.

Observation 1df8860f-d744-4f2a-a2c9-7e6f92f3b782 · outbound

This paper cites Semantics-guided contrastive network for zero-shot object detection,.

Promptable Concept Segmentation from Above: Evaluating SAM 3's Zero-Shot and One-Shot Capabilities in Remote Sensing Semantics-guided contrastive network for zero-shot object detection,

Reference 26

Resolution: unresolved; no resolver link, observed 2026-07-13T01:59:27.974045Z

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Observation 2a317a93-bbfb-4912-a38b-3af79bda5e53 · outbound

This paper cites Frustratingly Simple but Effective Zero-shot Detection and Segmentation: Analysis and a Strong Baseline.

Promptable Concept Segmentation from Above: Evaluating SAM 3's Zero-Shot and One-Shot Capabilities in Remote Sensing Frustratingly Simple but Effective Zero-shot Detection and Segmentation: Analysis and a Strong Baseline

Reference 27

Resolution: unresolved; no resolver link, observed 2026-07-13T01:59:27.974045Z

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Unavailable: canonical work link unavailable.

Observation 1d9dc9f6-e3c1-457a-965a-65a071ee0f4a · outbound

This paper cites Convolutions die hard: Open-vocabulary segmentation with single frozen convolutional clip,.

Promptable Concept Segmentation from Above: Evaluating SAM 3's Zero-Shot and One-Shot Capabilities in Remote Sensing Convolutions die hard: Open-vocabulary segmentation with single frozen convolutional clip,

Reference 28

Resolution: unresolved; no resolver link, observed 2026-07-13T01:59:27.974045Z

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Pith citing papers

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