Paper Citation Record · LEDGER

UniRef-UAV: A Multimodal Benchmark for Universal Referring in UAV Imagery

As of 10 August 2026, this Paper Citation Record lists 28 of 28 outbound references and 0 inbound Pith citation observations for arXiv:2607.08267.

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

pith.paper-citation-record.v1
2607.08267 v1

Coverage vector

measured 28 of 28 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-10T10:22:14.308951Z

measured 28 of 28 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+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

verified exact2
verified fuzzy26
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 4b9ea076-941a-4d22-9399-bddd95ec2201 · outbound

This paper cites Au-air: A multi-modal unmanned aerial vehicle dataset for low altitude traffic surveillance,.

UniRef-UAV: A Multimodal Benchmark for Universal Referring in UAV Imagery Au-air: A multi-modal unmanned aerial vehicle dataset for low altitude traffic surveillance,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T10:37:02.454454Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 8f4b6412-cbe9-4ecb-bd87-d7b2594eaf1d · outbound

This paper cites Visual object tracking for unmanned aerial vehicles: A benchmark and new motion models,.

UniRef-UAV: A Multimodal Benchmark for Universal Referring in UAV Imagery Visual object tracking for unmanned aerial vehicles: A benchmark and new motion models,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T10:37:02.456226Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation d6ee7738-8740-420b-87a0-3a4810cf1915 · outbound

This paper cites Tracker meets night: A transformer enhancer for uav tracking,.

UniRef-UAV: A Multimodal Benchmark for Universal Referring in UAV Imagery Tracker meets night: A transformer enhancer for uav tracking,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T10:37:02.458477Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 232134e2-1b58-4640-a077-fee3c0550b5b · outbound

This paper cites Era: A data set and deep learning benchmark for event recognition in aerial videos [software and data sets],.

UniRef-UAV: A Multimodal Benchmark for Universal Referring in UAV Imagery Era: A data set and deep learning benchmark for event recognition in aerial videos [software and data sets],

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T10:37:02.449224Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 7b4c3bac-3e91-40db-97d9-489413d59b6c · outbound

This paper cites Itcvd dataset,.

UniRef-UAV: A Multimodal Benchmark for Universal Referring in UAV Imagery Itcvd dataset,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T10:37:02.461908Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 946eb654-69bb-4e25-8ecd-72ddc9852edf · outbound

This paper cites Multi-drone- based single object tracking with agent sharing network,.

UniRef-UAV: A Multimodal Benchmark for Universal Referring in UAV Imagery Multi-drone- based single object tracking with agent sharing network,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T10:37:02.452713Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 3755a0fc-e9c8-4665-ba8f-4980f6d3ef6d · outbound

This paper cites Manipal-uav person detection dataset: A step towards benchmarking dataset and algorithms for small object detection,.

UniRef-UAV: A Multimodal Benchmark for Universal Referring in UAV Imagery Manipal-uav person detection dataset: A step towards benchmarking dataset and algorithms for small object detection,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T10:37:02.450912Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation a3ea1700-f182-4fca-bc93-0e30b24fb2e5 · outbound

This paper cites A benchmark and simulator for uav tracking,.

UniRef-UAV: A Multimodal Benchmark for Universal Referring in UAV Imagery A benchmark and simulator for uav tracking,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T10:37:02.460138Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation eab5a1b9-65a1-4271-95ae-781b5d6907e7 · outbound

This paper cites The unmanned aerial vehicle benchmark: Object detection and tracking,.

UniRef-UAV: A Multimodal Benchmark for Universal Referring in UAV Imagery The unmanned aerial vehicle benchmark: Object detection and tracking,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T10:37:02.443420Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation c752fa86-41d7-4162-b9a5-7172ae85323b · outbound

This paper cites All-day object tracking for unmanned aerial vehicle,.

UniRef-UAV: A Multimodal Benchmark for Universal Referring in UAV Imagery All-day object tracking for unmanned aerial vehicle,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T10:37:02.445325Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 5447b9fa-3e04-4846-94ff-532a8fe2b444 · outbound

This paper cites Uavid: A semantic segmentation dataset for uav imagery,.

UniRef-UAV: A Multimodal Benchmark for Universal Referring in UAV Imagery Uavid: A semantic segmentation dataset for uav imagery,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T10:37:02.436542Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation e31ff88f-6032-41ba-a731-5433ff6a5fab · outbound

This paper cites Orientation-and scale- invariant multi-vehicle detection and tracking from unmanned aerial videos,.

UniRef-UAV: A Multimodal Benchmark for Universal Referring in UAV Imagery Orientation-and scale- invariant multi-vehicle detection and tracking from unmanned aerial videos,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T10:37:02.458869Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 3b68dd48-0579-413a-be8a-4e8da055b2dd · outbound

This paper cites Visible-thermal uav tracking: A large-scale benchmark and new baseline,.

UniRef-UAV: A Multimodal Benchmark for Universal Referring in UAV Imagery Visible-thermal uav tracking: A large-scale benchmark and new baseline,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T10:37:02.438196Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation eba90169-c8af-47d7-afec-7882198bd9c3 · outbound

This paper cites Detection and tracking meet drones challenge,.

UniRef-UAV: A Multimodal Benchmark for Universal Referring in UAV Imagery Detection and tracking meet drones challenge,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T10:37:02.441733Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation cf66eb3a-9ff9-47d9-a30f-f032796c6d4d · outbound

This paper cites Webuav-3m: A benchmark for unveiling the power of million-scale deep uav tracking,.

UniRef-UAV: A Multimodal Benchmark for Universal Referring in UAV Imagery Webuav-3m: A benchmark for unveiling the power of million-scale deep uav tracking,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T10:37:02.460570Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 0a6a4809-6741-4251-b08d-10916939b28f · outbound

This paper cites Ensemble knowledge transfer for semantic segmentation,.

UniRef-UAV: A Multimodal Benchmark for Universal Referring in UAV Imagery Ensemble knowledge transfer for semantic segmentation,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T10:37:02.456425Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation c5d2fdbc-f3bb-42c8-b0a3-a3f2069597b3 · outbound

This paper cites Dac-sdc: Design automation conference system design contest 2022 dataset,.

UniRef-UAV: A Multimodal Benchmark for Universal Referring in UAV Imagery Dac-sdc: Design automation conference system design contest 2022 dataset,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T10:37:02.462195Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 32ef4811-f8be-400f-a7a8-26fef670936d · outbound

This paper cites Ai wings: An aiot drone system for commanding ardupilot uavs,.

UniRef-UAV: A Multimodal Benchmark for Universal Referring in UAV Imagery Ai wings: An aiot drone system for commanding ardupilot uavs,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T10:37:02.451164Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 8737b04d-c294-40da-baa5-42811b41643b · outbound

This paper cites Dataset: traffic images captured from uavs for use in training machine vision algorithms for traffic management,.

UniRef-UAV: A Multimodal Benchmark for Universal Referring in UAV Imagery Dataset: traffic images captured from uavs for use in training machine vision algorithms for traffic management,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T10:37:02.452948Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation c5c13c35-2d48-4668-a0f2-3dabcefe81cc · outbound

This paper cites Large-scale structure from motion with semantic constraints of aerial images,.

UniRef-UAV: A Multimodal Benchmark for Universal Referring in UAV Imagery Large-scale structure from motion with semantic constraints of aerial images,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T10:37:02.454692Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 7f0b1d1f-6c26-46b4-ac38-abe3b52c6f02 · outbound

This paper cites Vdd: Varied drone dataset for semantic segmentation,.

UniRef-UAV: A Multimodal Benchmark for Universal Referring in UAV Imagery Vdd: Varied drone dataset for semantic segmentation,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T10:37:02.444309Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation b9411d5c-4d72-4f93-a22b-10182cafda1c · outbound

This paper cites Vsai: A multi-view dataset for vehicle detection in complex scenarios using aerial images,.

UniRef-UAV: A Multimodal Benchmark for Universal Referring in UAV Imagery Vsai: A multi-view dataset for vehicle detection in complex scenarios using aerial images,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T10:37:02.446052Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 0f7d1b84-1375-427a-bd15-082edad046d3 · outbound

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

UniRef-UAV: A Multimodal Benchmark for Universal Referring in UAV Imagery Grounding DINO: Marrying DINO with grounded pre-training for open-set object detection,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T10:37:02.447738Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 1deca5fb-8347-4ff9-9d33-90838cc621f8 · outbound

This paper cites MMDetection: Open MMLab Detection Toolbox and Benchmark.

UniRef-UAV: A Multimodal Benchmark for Universal Referring in UAV Imagery MMDetection: Open MMLab Detection Toolbox and Benchmark

Reference 24

Resolution: verified exact; local_arxiv, observed 2026-07-10T10:27:02.356940Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 5fc73722-0554-4add-84c8-b5d95d9b9f21 · outbound

This paper cites An Open and Comprehensive Pipeline for Unified Object Grounding and Detection.

UniRef-UAV: A Multimodal Benchmark for Universal Referring in UAV Imagery An Open and Comprehensive Pipeline for Unified Object Grounding and Detection

Reference 25

Resolution: verified exact; local_arxiv, observed 2026-07-10T10:27:02.359976Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 51f4cf4d-8989-4d9a-82fc-33832f5ec094 · outbound

This paper cites Efficient memory management for large language model serving with PagedAttention,.

UniRef-UAV: A Multimodal Benchmark for Universal Referring in UAV Imagery Efficient memory management for large language model serving with PagedAttention,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T10:37:02.449392Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 910aec66-8cc9-41da-bece-a3cd79efe50a · outbound

This paper cites Qwen3.5: Towards native multimodal agents.

UniRef-UAV: A Multimodal Benchmark for Universal Referring in UAV Imagery Qwen3.5: Towards native multimodal agents

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T10:37:02.442430Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 2c4e4a19-034c-43c5-8f48-806a3e15b91b · outbound

This paper cites Available: https://qwen.ai/blog?id=qwen3.5.

UniRef-UAV: A Multimodal Benchmark for Universal Referring in UAV Imagery Available: https://qwen.ai/blog?id=qwen3.5

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-07-10T10:37:02.440729Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Pith citing papers

No inbound Pith citation observations are available.