Paper Citation Record · LEDGER

RGBT-GroundBench: Visual Grounding Beyond RGB in Complex Real-World Scenarios

As of 11 August 2026, this Paper Citation Record lists 70 of 70 outbound references and 4 inbound Pith citation observations for arXiv:2512.24561.

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

pith.paper-citation-record.v1
2512.24561 v2

Coverage vector

measured 70 of 70 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-03T13:22:13.267737Z

measured 74 of 74 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-02T15:01:03.556212Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-13T23:18:25.494068Z

Reference resolution

70 of 70 outbound references displayed

verified exact0
verified fuzzy0
unresolved69
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 1407b649-e64b-40d9-8988-2a1232010af3 · outbound

This paper cites Qwen-vl: A versatile vision-language model for un- derstanding, localization, text reading, and beyond, 2023.

RGBT-GroundBench: Visual Grounding Beyond RGB in Complex Real-World Scenarios Qwen-vl: A versatile vision-language model for un- derstanding, localization, text reading, and beyond, 2023

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-03T13:22:07.475422Z

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Unavailable: canonical work link unavailable.

Observation bb100858-17d2-40bd-8059-6adb8e7479c1 · outbound

This paper cites Uniter: Universal image-text representation learning.

RGBT-GroundBench: Visual Grounding Beyond RGB in Complex Real-World Scenarios Uniter: Universal image-text representation learning

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-03T13:22:07.532784Z

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Observation 1ee842d9-9938-44b3-8875-9f63b5e079d2 · outbound

This paper cites Cops-ref: A new dataset and task on composi- tional referring expression comprehension.

RGBT-GroundBench: Visual Grounding Beyond RGB in Complex Real-World Scenarios Cops-ref: A new dataset and task on composi- tional referring expression comprehension

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-03T13:22:07.598268Z

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Observation 4f01e7a2-af88-41f5-81fe-71e9cd1c16a8 · outbound

This paper cites Unit3d: A unified transformer for 3d dense captioning and visual grounding.

RGBT-GroundBench: Visual Grounding Beyond RGB in Complex Real-World Scenarios Unit3d: A unified transformer for 3d dense captioning and visual grounding

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-03T13:22:07.673878Z

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Observation 7e262af5-d149-42b1-92a0-23ca710517fe · outbound

This paper cites Advancing visual grounding with scene knowl- edge: Benchmark and method.

RGBT-GroundBench: Visual Grounding Beyond RGB in Complex Real-World Scenarios Advancing visual grounding with scene knowl- edge: Benchmark and method

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-03T13:22:07.741282Z

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Unavailable: canonical work link unavailable.

Observation c45022d3-1c20-4f82-9414-230b44a1a92e · outbound

This paper cites Transvg: End-to-end visual ground- ing with transformers.

RGBT-GroundBench: Visual Grounding Beyond RGB in Complex Real-World Scenarios Transvg: End-to-end visual ground- ing with transformers

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-03T13:22:07.814739Z

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Unavailable: canonical work link unavailable.

Observation 309e8538-795e-47ea-a566-b1d1f7993058 · outbound

This paper cites Bert: Pre-training of deep bidirectional trans- formers for language understanding.

RGBT-GroundBench: Visual Grounding Beyond RGB in Complex Real-World Scenarios Bert: Pre-training of deep bidirectional trans- formers for language understanding

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-03T13:22:07.875627Z

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Observation 49a85298-a2b6-4d7a-99f7-a5e211ef41ab · outbound

This paper cites D3t: Distinctive dual-domain teacher zigzagging across rgb- thermal gap for domain-adaptive object detection.

RGBT-GroundBench: Visual Grounding Beyond RGB in Complex Real-World Scenarios D3t: Distinctive dual-domain teacher zigzagging across rgb- thermal gap for domain-adaptive object detection

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-03T13:22:07.982432Z

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Unavailable: canonical work link unavailable.

Observation 0af4a103-7809-46c1-9dc7-8b4af125131b · outbound

This paper cites An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale.

RGBT-GroundBench: Visual Grounding Beyond RGB in Complex Real-World Scenarios An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-03T13:22:08.081744Z

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Observation bdd8dfea-ecb2-4268-8898-5ba49f84d6a4 · outbound

This paper cites Large-scale adversarial training for vision- and-language representation learning.NeurIPS, 33:6616– 6628, 2020.

RGBT-GroundBench: Visual Grounding Beyond RGB in Complex Real-World Scenarios Large-scale adversarial training for vision- and-language representation learning.NeurIPS, 33:6616– 6628, 2020

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-03T13:22:08.183519Z

Source-reported events for the cited work

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Observation fec1444d-f117-40fc-b782-b787c38ec76d · outbound

This paper cites Room-and-object aware knowledge reasoning for remote embodied referring expression.

RGBT-GroundBench: Visual Grounding Beyond RGB in Complex Real-World Scenarios Room-and-object aware knowledge reasoning for remote embodied referring expression

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-03T13:22:08.253760Z

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Unavailable: canonical work link unavailable.

Observation b0f35396-7226-4bdd-bae3-aeb7dbf0eff2 · outbound

This paper cites The iapr tc-12 benchmark: A new eval- uation resource for visual information systems.

RGBT-GroundBench: Visual Grounding Beyond RGB in Complex Real-World Scenarios The iapr tc-12 benchmark: A new eval- uation resource for visual information systems

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-03T13:22:08.349314Z

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Observation cc6a1b54-228b-4f93-a57e-b5970a8e6004 · outbound

This paper cites Deep residual learning for image recognition.

RGBT-GroundBench: Visual Grounding Beyond RGB in Complex Real-World Scenarios Deep residual learning for image recognition

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-03T13:22:08.447263Z

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Observation a4bddb92-2038-49c6-b0a5-b5ccd64e6ac0 · outbound

This paper cites Lora: Low-rank adaptation of large language models.ICLR, 1(2):3, 2022.

RGBT-GroundBench: Visual Grounding Beyond RGB in Complex Real-World Scenarios Lora: Low-rank adaptation of large language models.ICLR, 1(2):3, 2022

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-03T13:22:08.559249Z

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Observation 7db8483a-6139-4464-94e5-d1b3dd79514a · outbound

This paper cites Ei 2 det: Edge-guided illumination-aware interactive learning for visible-infrared object detection.TCSVT, 2025.

RGBT-GroundBench: Visual Grounding Beyond RGB in Complex Real-World Scenarios Ei 2 det: Edge-guided illumination-aware interactive learning for visible-infrared object detection.TCSVT, 2025

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-03T13:22:08.727448Z

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Observation d41f7c38-41e1-478f-9bea-ac274ef82114 · outbound

This paper cites Beyond one-to-one: Re- thinking the referring image segmentation.

RGBT-GroundBench: Visual Grounding Beyond RGB in Complex Real-World Scenarios Beyond one-to-one: Re- thinking the referring image segmentation

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-03T13:22:08.836138Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2e61ec8c-4d4e-468c-8cd5-b5de161dd86f · outbound

This paper cites Referitgame: Referring to objects in pho- tographs of natural scenes.

RGBT-GroundBench: Visual Grounding Beyond RGB in Complex Real-World Scenarios Referitgame: Referring to objects in pho- tographs of natural scenes

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-03T13:22:08.924987Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4f621396-d7f2-4d0c-857b-b445360ee236 · outbound

This paper cites mplug: Effective and efficient vision-language learning by cross-modal skip-connections.

RGBT-GroundBench: Visual Grounding Beyond RGB in Complex Real-World Scenarios mplug: Effective and efficient vision-language learning by cross-modal skip-connections

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-03T13:22:08.997393Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 567a5f88-d237-42e1-a838-7af3bed1a193 · outbound

This paper cites Rgb-t semantic segmentation with location, activation, and sharpening.TCSVT, 33(3):1223–1235, 2022.

RGBT-GroundBench: Visual Grounding Beyond RGB in Complex Real-World Scenarios Rgb-t semantic segmentation with location, activation, and sharpening.TCSVT, 33(3):1223–1235, 2022

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-03T13:22:09.187025Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation da724d24-8ca5-4d5b-af96-fad6aa94cef9 · outbound

This paper cites Microsoft coco: Common objects in context.

RGBT-GroundBench: Visual Grounding Beyond RGB in Complex Real-World Scenarios Microsoft coco: Common objects in context

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-03T13:22:09.301713Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0f038089-9ff8-44a7-93b0-98721e65a4cd · outbound

This paper cites Gres: Gen- eralized referring expression segmentation.

RGBT-GroundBench: Visual Grounding Beyond RGB in Complex Real-World Scenarios Gres: Gen- eralized referring expression segmentation

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-03T13:22:09.356679Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 91129e57-d05f-4298-9e37-598bc2d60a90 · outbound

This paper cites Refer-it-in-rgbd: A bottom-up ap- proach for 3d visual grounding in rgbd images.

RGBT-GroundBench: Visual Grounding Beyond RGB in Complex Real-World Scenarios Refer-it-in-rgbd: A bottom-up ap- proach for 3d visual grounding in rgbd images

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-03T13:22:09.469324Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 805d9a1c-b4cc-4c9d-a0bb-5c60bdf049ce · outbound

This paper cites Visual instruction tuning.NeurIPS, 36:34892–34916, 2023.

RGBT-GroundBench: Visual Grounding Beyond RGB in Complex Real-World Scenarios Visual instruction tuning.NeurIPS, 36:34892–34916, 2023

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-03T13:22:09.627654Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ef9c6c3c-4cfd-49bc-acf8-1c69cd8fed7d · outbound

This paper cites Target-aware dual adversarial learning and a multi-scenario multi-modality benchmark to fuse infrared and visible for object detection.

RGBT-GroundBench: Visual Grounding Beyond RGB in Complex Real-World Scenarios Target-aware dual adversarial learning and a multi-scenario multi-modality benchmark to fuse infrared and visible for object detection

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-03T13:22:09.685054Z

Source-reported events for the cited work

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Observation 2edb6309-ac5c-4d98-8c91-1603d2351ad4 · outbound

This paper cites Cross3dvg: Cross-dataset 3d visual grounding on different rgb-d scans.

RGBT-GroundBench: Visual Grounding Beyond RGB in Complex Real-World Scenarios Cross3dvg: Cross-dataset 3d visual grounding on different rgb-d scans

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-03T13:22:09.797495Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 959bbfc9-1512-42d2-9499-e1385b44ed0f · outbound

This paper cites Mod- eling context between objects for referring expression under- standing.

RGBT-GroundBench: Visual Grounding Beyond RGB in Complex Real-World Scenarios Mod- eling context between objects for referring expression under- standing

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-03T13:22:09.957036Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a25a0121-4167-462c-b42c-b046a3549897 · outbound

This paper cites Flickr30k entities: Collecting region-to-phrase corre- spondences for richer image-to-sentence models.

RGBT-GroundBench: Visual Grounding Beyond RGB in Complex Real-World Scenarios Flickr30k entities: Collecting region-to-phrase corre- spondences for richer image-to-sentence models

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-03T13:22:10.034272Z

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Unavailable: canonical work link unavailable.

Observation 031b6ad1-fc67-4964-bacc-bea7a1ee9cf7 · outbound

This paper cites Learn- ing transferable visual models from natural language super- vision.

RGBT-GroundBench: Visual Grounding Beyond RGB in Complex Real-World Scenarios Learn- ing transferable visual models from natural language super- vision

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-03T13:22:10.056944Z

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Unavailable: canonical work link unavailable.

Observation eb5116eb-af16-4e42-937b-d9932eec4ee4 · outbound

This paper cites Dynamic mdetr: A dynamic multimodal transformer decoder for visual grounding.IEEE Transactions on Pattern Analysis and Machine Intelligence, 46(2):1181–1198, 2023.

RGBT-GroundBench: Visual Grounding Beyond RGB in Complex Real-World Scenarios Dynamic mdetr: A dynamic multimodal transformer decoder for visual grounding.IEEE Transactions on Pattern Analysis and Machine Intelligence, 46(2):1181–1198, 2023

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-03T13:22:10.132196Z

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Observation 869f0c3c-cdca-453f-9644-63d37f1169f5 · outbound

This paper cites Attention is all you need.NeurIPS, 30, 2017.

RGBT-GroundBench: Visual Grounding Beyond RGB in Complex Real-World Scenarios Attention is all you need.NeurIPS, 30, 2017

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Resolution: unresolved; no resolver link, observed 2026-08-03T13:22:10.165003Z

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Observation e8659ac2-f1dd-4ebf-a7c2-4e7b6a7a8794 · outbound

This paper cites Ofa: Unifying architectures, tasks, and modalities through a simple sequence-to-sequence learning framework.

RGBT-GroundBench: Visual Grounding Beyond RGB in Complex Real-World Scenarios Ofa: Unifying architectures, tasks, and modalities through a simple sequence-to-sequence learning framework

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-03T13:22:10.222723Z

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Observation aa35b809-d83d-43ca-a718-0ed735563433 · outbound

This paper cites Image as a foreign language: Beit pretraining for vision and vision- language tasks.

RGBT-GroundBench: Visual Grounding Beyond RGB in Complex Real-World Scenarios Image as a foreign language: Beit pretraining for vision and vision- language tasks

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-03T13:22:10.291114Z

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Observation a43b6454-1678-48d8-b9d4-e4e4a696c5cb · outbound

This paper cites Clip-vg: Self-paced curriculum adapting of clip for visual grounding.TMM, 26:4334–4347,.

RGBT-GroundBench: Visual Grounding Beyond RGB in Complex Real-World Scenarios Clip-vg: Self-paced curriculum adapting of clip for visual grounding.TMM, 26:4334–4347,

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-03T13:22:10.359561Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ceb9017f-6716-48c9-bdeb-10dcb348b875 · outbound

This paper cites Towards visual grounding: A survey.

RGBT-GroundBench: Visual Grounding Beyond RGB in Complex Real-World Scenarios Towards visual grounding: A survey

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-03T13:22:10.534984Z

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Observation 9cbcbc35-a951-4641-b7ab-2c7b948aa364 · outbound

This paper cites Hivg: Hierarchical multimodal fine- grained modulation for visual grounding.

RGBT-GroundBench: Visual Grounding Beyond RGB in Complex Real-World Scenarios Hivg: Hierarchical multimodal fine- grained modulation for visual grounding

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Resolution: unresolved; no resolver link, observed 2026-08-03T13:22:10.608296Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1a5d5a3c-e6fa-4de4-81e3-4fa0ff4433bf · outbound

This paper cites Oneref: Unified one-tower expression grounding and segmentation with mask referring modeling.

RGBT-GroundBench: Visual Grounding Beyond RGB in Complex Real-World Scenarios Oneref: Unified one-tower expression grounding and segmentation with mask referring modeling

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Resolution: unresolved; no resolver link, observed 2026-08-03T13:22:10.690297Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 894c0ae2-e442-40e5-bf4b-3d0ed8e4c595 · outbound

This paper cites Described object detection: Liberating ob- ject detection with flexible expressions.NeurIPS, 36:79095– 79107, 2023.

RGBT-GroundBench: Visual Grounding Beyond RGB in Complex Real-World Scenarios Described object detection: Liberating ob- ject detection with flexible expressions.NeurIPS, 36:79095– 79107, 2023

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Resolution: unresolved; no resolver link, observed 2026-08-03T13:22:10.751759Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 12bd4718-e362-4862-b9b4-8c237dc051b9 · outbound

This paper cites Mc-bench: A bench- mark for multi-context visual grounding in the era of mllms.

RGBT-GroundBench: Visual Grounding Beyond RGB in Complex Real-World Scenarios Mc-bench: A bench- mark for multi-context visual grounding in the era of mllms

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-03T13:22:10.859018Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a5317b8b-90d2-4892-949b-1340eea2232c · outbound

This paper cites Improving one-stage visual grounding by recursive sub-query construction.

RGBT-GroundBench: Visual Grounding Beyond RGB in Complex Real-World Scenarios Improving one-stage visual grounding by recursive sub-query construction

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Resolution: unresolved; no resolver link, observed 2026-08-03T13:22:10.963077Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0e63b9eb-7172-4b40-80d8-6b4f06347bfc · outbound

This paper cites Unitab: Unifying text and box outputs for grounded vision- language modeling.

RGBT-GroundBench: Visual Grounding Beyond RGB in Complex Real-World Scenarios Unitab: Unifying text and box outputs for grounded vision- language modeling

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Resolution: unresolved; no resolver link, observed 2026-08-03T13:22:11.074241Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1cb76a83-6046-4b61-a18b-eb439b5d1d27 · outbound

This paper cites Vi- sual grounding with multi-modal conditional adaptation.

RGBT-GroundBench: Visual Grounding Beyond RGB in Complex Real-World Scenarios Vi- sual grounding with multi-modal conditional adaptation

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Resolution: unresolved; no resolver link, observed 2026-08-03T13:22:11.136609Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2c7be307-2a62-4605-a87a-d3324ed593d0 · outbound

This paper cites Shifting more attention to visual backbone: Query-modulated refinement networks for end-to-end visual grounding.

RGBT-GroundBench: Visual Grounding Beyond RGB in Complex Real-World Scenarios Shifting more attention to visual backbone: Query-modulated refinement networks for end-to-end visual grounding

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-03T13:22:11.208551Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 183bb79e-93ef-4873-9853-bf4a36d29ada · outbound

This paper cites Modeling context in referring expres- sions.

RGBT-GroundBench: Visual Grounding Beyond RGB in Complex Real-World Scenarios Modeling context in referring expres- sions

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-03T13:22:11.270069Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ac0055fa-fcb5-4ab3-915c-2aedee084a49 · outbound

This paper cites C 2former: Calibrated and complementary transformer for rgb-infrared object de- tection.TGRS, 62:1–12, 2024.

RGBT-GroundBench: Visual Grounding Beyond RGB in Complex Real-World Scenarios C 2former: Calibrated and complementary transformer for rgb-infrared object de- tection.TGRS, 62:1–12, 2024

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Resolution: unresolved; no resolver link, observed 2026-08-03T13:22:11.310614Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f90310fa-9edf-45f6-8e1c-d43a87e061ba · outbound

This paper cites Trans- lation, scale and rotation: Cross-modal alignment meets rgb-infrared vehicle detection.

RGBT-GroundBench: Visual Grounding Beyond RGB in Complex Real-World Scenarios Trans- lation, scale and rotation: Cross-modal alignment meets rgb-infrared vehicle detection

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Resolution: unresolved; no resolver link, observed 2026-08-03T13:22:11.392019Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 019f9ec1-96dc-4537-91fa-742ced008088 · outbound

This paper cites Improving rgb-infrared object detection with cascade alignment-guided transformer.Information Fusion, 105:102246, 2024.

RGBT-GroundBench: Visual Grounding Beyond RGB in Complex Real-World Scenarios Improving rgb-infrared object detection with cascade alignment-guided transformer.Information Fusion, 105:102246, 2024

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-03T13:22:11.462234Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7933f4bf-8206-414e-9d2f-76a2fef01119 · outbound

This paper cites Unirgb-ir: A unified frame- work for visible-infrared semantic tasks via adapter tuning.

RGBT-GroundBench: Visual Grounding Beyond RGB in Complex Real-World Scenarios Unirgb-ir: A unified frame- work for visible-infrared semantic tasks via adapter tuning

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Resolution: unresolved; no resolver link, observed 2026-08-03T13:22:11.542644Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5dc45d55-c7c5-452b-95b5-0ee8441e4abf · outbound

This paper cites Multispectral fusion for object detection with cyclic fuse-and-refine blocks.

RGBT-GroundBench: Visual Grounding Beyond RGB in Complex Real-World Scenarios Multispectral fusion for object detection with cyclic fuse-and-refine blocks

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Resolution: unresolved; no resolver link, observed 2026-08-03T13:22:11.610798Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ee7be17c-9ea4-40a8-88c4-0ed0c8c9468e · outbound

This paper cites Abmdrnet: Adaptive-weighted bi-directional modality difference reduc- tion network for rgb-t semantic segmentation.

RGBT-GroundBench: Visual Grounding Beyond RGB in Complex Real-World Scenarios Abmdrnet: Adaptive-weighted bi-directional modality difference reduc- tion network for rgb-t semantic segmentation

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Resolution: unresolved; no resolver link, observed 2026-08-03T13:22:11.644623Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 81ffd4b3-5722-4dc6-a3e6-57e85c43e6d4 · outbound

This paper cites Removal then selection: A coarse-to-fine fusion perspective for rgb-infrared object detection.arXiv e-prints, pages arXiv–2401, 2024.

RGBT-GroundBench: Visual Grounding Beyond RGB in Complex Real-World Scenarios Removal then selection: A coarse-to-fine fusion perspective for rgb-infrared object detection.arXiv e-prints, pages arXiv–2401, 2024

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-03T13:22:11.726883Z

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Observation e354113d-a2f4-4527-8820-a55cb53aab71 · outbound

This paper cites be- hind the truck.

RGBT-GroundBench: Visual Grounding Beyond RGB in Complex Real-World Scenarios be- hind the truck

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-03T13:22:11.831105Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c1623795-31fe-4d43-b53b-225543485a47 · outbound

This paper cites an unresolved cited work.

RGBT-GroundBench: Visual Grounding Beyond RGB in Complex Real-World Scenarios Unresolved cited work

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-03T13:22:11.914135Z

Source-reported events for the cited work

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Observation edfd31a8-d30e-41d2-b6fc-ff48332fbe89 · outbound

This paper cites an unresolved cited work.

RGBT-GroundBench: Visual Grounding Beyond RGB in Complex Real-World Scenarios Unresolved cited work

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-03T13:22:12.001270Z

Source-reported events for the cited work

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Observation c2fb9113-c4ab-4fc6-b8f0-796a559df62c · outbound

This paper cites an unresolved cited work.

RGBT-GroundBench: Visual Grounding Beyond RGB in Complex Real-World Scenarios Unresolved cited work

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-03T13:22:12.187388Z

Source-reported events for the cited work

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Observation f96a5e63-4701-43df-b6b6-4fd64bd69e3e · outbound

This paper cites an unresolved cited work.

RGBT-GroundBench: Visual Grounding Beyond RGB in Complex Real-World Scenarios Unresolved cited work

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-03T13:22:12.218174Z

Source-reported events for the cited work

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Observation f32a7b6f-b590-4184-867f-954a7f47a86c · outbound

This paper cites an unresolved cited work.

RGBT-GroundBench: Visual Grounding Beyond RGB in Complex Real-World Scenarios Unresolved cited work

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-03T13:22:12.304908Z

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Observation 0a7c6681-4264-499d-bf3a-75c1b9f15d4d · outbound

This paper cites an unresolved cited work.

RGBT-GroundBench: Visual Grounding Beyond RGB in Complex Real-World Scenarios Unresolved cited work

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-03T13:22:12.488625Z

Source-reported events for the cited work

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Observation 38d3df62-5325-4b4b-a79a-586a1f9b87c8 · outbound

This paper cites an unresolved cited work.

RGBT-GroundBench: Visual Grounding Beyond RGB in Complex Real-World Scenarios Unresolved cited work

Reference 64

Resolution: unresolved; no resolver link, observed 2026-08-03T13:22:12.615969Z

Source-reported events for the cited work

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Observation 8540625b-e574-43fd-ac62-002f82383d36 · outbound

This paper cites an unresolved cited work.

RGBT-GroundBench: Visual Grounding Beyond RGB in Complex Real-World Scenarios Unresolved cited work

Reference 65

Resolution: unresolved; no resolver link, observed 2026-08-03T13:22:12.686063Z

Source-reported events for the cited work

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Observation 400a225d-e54d-46b3-838d-7cec33fbae08 · outbound

This paper cites an unresolved cited work.

RGBT-GroundBench: Visual Grounding Beyond RGB in Complex Real-World Scenarios Unresolved cited work

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-03T13:22:12.756090Z

Source-reported events for the cited work

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Observation 7beeb4e8-13a5-4879-bb26-19bbae99ffcc · outbound

This paper cites near the stairs.

RGBT-GroundBench: Visual Grounding Beyond RGB in Complex Real-World Scenarios near the stairs

Reference 67

Resolution: unresolved; no resolver link, observed 2026-08-03T13:22:12.820399Z

Source-reported events for the cited work

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Observation 386a503d-75d2-4be4-93ec-f822478cd406 · outbound

This paper cites an unresolved cited work.

RGBT-GroundBench: Visual Grounding Beyond RGB in Complex Real-World Scenarios Unresolved cited work

Reference 68

Resolution: unresolved; no resolver link, observed 2026-08-03T13:22:12.879990Z

Source-reported events for the cited work

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Observation 4919d6e8-abb9-4622-94ab-c7e6a8db808f · outbound

This paper cites an unresolved cited work.

RGBT-GroundBench: Visual Grounding Beyond RGB in Complex Real-World Scenarios Unresolved cited work

Reference 69

Resolution: unresolved; no resolver link, observed 2026-08-03T13:22:12.957929Z

Source-reported events for the cited work

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Observation bf3a12b4-79e7-4ca7-9f1a-43aa71c047d2 · outbound

This paper cites an unresolved cited work.

RGBT-GroundBench: Visual Grounding Beyond RGB in Complex Real-World Scenarios Unresolved cited work

Reference 70

Resolution: unresolved; no resolver link, observed 2026-08-03T13:22:12.979078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9c91cae0-6661-4ba5-a87e-7c2c9c824b6b · outbound

This paper cites Please return only one number corresponding to the lighting condition: 0 (very_weak_light), 1 (weak_light), 2 (normal_light), or 3 ( strong_light).

RGBT-GroundBench: Visual Grounding Beyond RGB in Complex Real-World Scenarios Please return only one number corresponding to the lighting condition: 0 (very_weak_light), 1 (weak_light), 2 (normal_light), or 3 ( strong_light)

Reference 71

Resolution: unresolved; no resolver link, observed 2026-08-03T13:22:13.007925Z

Source-reported events for the cited work

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Observation f67d87e2-450c-474c-ae53-981ab63e3435 · outbound

This paper cites an unresolved cited work.

RGBT-GroundBench: Visual Grounding Beyond RGB in Complex Real-World Scenarios Unresolved cited work

Reference 72

Resolution: unresolved; no resolver link, observed 2026-08-03T13:22:13.051235Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6b6846cd-bf47-4eb4-8db7-40c503b7c1e3 · outbound

This paper cites an unresolved cited work.

RGBT-GroundBench: Visual Grounding Beyond RGB in Complex Real-World Scenarios Unresolved cited work

Reference 73

Resolution: unresolved; no resolver link, observed 2026-08-03T13:22:13.131462Z

Source-reported events for the cited work

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Observation 540c878a-3b0f-4679-b930-fbd5c2801678 · outbound

This paper cites an unresolved cited work.

RGBT-GroundBench: Visual Grounding Beyond RGB in Complex Real-World Scenarios Unresolved cited work

Reference 74

Resolution: unresolved; no resolver link, observed 2026-08-03T13:22:13.221032Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 806563eb-1840-4fbb-8b28-9cef8c06c8b0 · outbound

This paper cites small"ifsize_ratio < 0.01else.

RGBT-GroundBench: Visual Grounding Beyond RGB in Complex Real-World Scenarios small"ifsize_ratio < 0.01else

Reference 75

Resolution: malformed identifier; no resolver link, observed 2026-08-03T13:22:13.267737Z

Source-reported events for the cited work

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Observation ef0166ab-e496-4d55-88d5-ec756ac1c30e · outbound

This paper cites an unresolved cited work.

RGBT-GroundBench: Visual Grounding Beyond RGB in Complex Real-World Scenarios Unresolved cited work

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-03T13:22:10.429051Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 627a73fa-a568-4ebf-95f0-97a79ed31635 · inbound

OmniSch: A Multimodal PCB Schematic Benchmark For Structured Diagram Visual Reasoning cites this paper.

OmniSch: A Multimodal PCB Schematic Benchmark For Structured Diagram Visual Reasoning RGBT-GroundBench: Visual Grounding Beyond RGB in Complex Real-World Scenarios

Reference 40

Resolution: verified exact; arxiv_id, observed 2026-07-01T02:17:18.600387Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 88a6f25c-1961-4add-97de-c2a9524ed012 · inbound

OmniSch: A Multimodal PCB Schematic Benchmark For Structured Diagram Visual Reasoning cites this paper.

OmniSch: A Multimodal PCB Schematic Benchmark For Structured Diagram Visual Reasoning RGBT-GroundBench: Visual Grounding Beyond RGB in Complex Real-World Scenarios

Reference 40

Resolution: unresolved; no resolver link, observed 2026-07-13T15:15:25.977993Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bc4d7ac6-4525-4f87-9402-b4fb9e1bb77a · inbound

SpectraDINO: Modality-Conditioned Adaptation of RGB Vision Foundation Models Across Infrared Bands cites this paper.

SpectraDINO: Modality-Conditioned Adaptation of RGB Vision Foundation Models Across Infrared Bands RGBT-GroundBench: Visual Grounding Beyond RGB in Complex Real-World Scenarios

Reference 80

Resolution: verified exact; arxiv_id, observed 2026-07-01T02:17:18.600387Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 5199272c-3e9f-4c74-9573-f11b653460ee · inbound

SpectraDINO: Modality-Conditioned Adaptation of RGB Vision Foundation Models Across Infrared Bands cites this paper.

SpectraDINO: Modality-Conditioned Adaptation of RGB Vision Foundation Models Across Infrared Bands RGBT-GroundBench: Visual Grounding Beyond RGB in Complex Real-World Scenarios

Reference 80

Resolution: unresolved; no resolver link, observed 2026-08-02T15:01:03.556212Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.