Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-09T14:45:49.283408Z
Paper Citation Record · LEDGER
As of 3 August 2026, this Paper Citation Record lists 54 of 54 outbound references and 2 inbound Pith citation observations for arXiv:2605.01371.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-09T14:45:49.283408Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-03T06:30:56.289259+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-01T06:06:26.379840Z
A source-named dated measurement, never combined with another source.
Source: cited_works
54 of 54 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation fefa6a09-5822-44c9-a5e3-74ddac08e8dd · outbound
ESARBench: A Benchmark for Agentic UAV Embodied Search and Rescue On Evaluation of Embodied Navigation Agents
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 17391841-d69c-4ce5-8489-7363f6838c0b · outbound
ESARBench: A Benchmark for Agentic UAV Embodied Search and Rescue Bialas, M
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 58ef77a4-380f-4544-a802-d64caf195d85 · outbound
ESARBench: A Benchmark for Agentic UAV Embodied Search and Rescue V-Net: Fully Convolutional Neural Networks for V olumetric Medical Image Segmentation
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation cde64081-e614-47ad-b899-4f9b4ca113aa · outbound
ESARBench: A Benchmark for Agentic UAV Embodied Search and Rescue Unresolved cited work
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation b29bfb5c-f0cd-45f8-92be-2d9bb23f8a56 · outbound
ESARBench: A Benchmark for Agentic UAV Embodied Search and Rescue Unresolved cited work
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 1d14d4a5-b4b7-4ad1-9d56-5989cd8e404a · outbound
ESARBench: A Benchmark for Agentic UAV Embodied Search and Rescue Emogen: Emotional image content generation with text-to-image diffusion models
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 5cd3f2f1-f4c3-4bb9-8e23-8b966b5df9e5 · outbound
ESARBench: A Benchmark for Agentic UAV Embodied Search and Rescue Unresolved cited work
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 410c4a5c-f4b9-4431-aca0-349bb953e870 · outbound
ESARBench: A Benchmark for Agentic UAV Embodied Search and Rescue and Ching, Kevin and Lee, Hee Rin and Taylor, Angelique , year=
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation efcfd45c-dd1c-433d-b528-97e778a415ad · outbound
ESARBench: A Benchmark for Agentic UAV Embodied Search and Rescue Taniguchi
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 02d11191-c0df-4898-af5c-3f29d10eb043 · outbound
ESARBench: A Benchmark for Agentic UAV Embodied Search and Rescue Experimental validation of UAV search and detection system in real wilderness environment
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 85572c5b-0977-4b25-9bf5-d446a0f8dd76 · outbound
ESARBench: A Benchmark for Agentic UAV Embodied Search and Rescue critic/sycophant
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation db18f360-80e0-403e-bcc5-6d0d5b2dd498 · outbound
ESARBench: A Benchmark for Agentic UAV Embodied Search and Rescue Unresolved cited work
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 356781fe-43bd-497f-a1da-747cb67612eb · outbound
ESARBench: A Benchmark for Agentic UAV Embodied Search and Rescue Motion planning for autonomous driving: The state of the art and future perspectives
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation dc8f6804-54d6-4213-b6fb-5dd5a33e9156 · outbound
ESARBench: A Benchmark for Agentic UAV Embodied Search and Rescue AI2-THOR: An Interactive 3D Environment for Visual AI
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 593fc7db-b09b-4c52-9f82-fa2f74e993d6 · outbound
ESARBench: A Benchmark for Agentic UAV Embodied Search and Rescue CityNav: A Large-Scale Dataset for Real-World Aerial Navigation
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation c42d00c0-771b-4b0c-bb3c-4cecb25fe413 · outbound
ESARBench: A Benchmark for Agentic UAV Embodied Search and Rescue Unresolved cited work
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 527b7ff3-ea84-4df8-b1ad-58e3e24e61b2 · outbound
ESARBench: A Benchmark for Agentic UAV Embodied Search and Rescue In: 2023 IEEE/CVF International Conference on Computer Vision (ICCV), pp
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation ef6e54a6-0bac-4cca-8dc7-ac4d4c88e7ba · outbound
ESARBench: A Benchmark for Agentic UAV Embodied Search and Rescue CognitiveDrone: A VLA Model and Evaluation Benchmark for Real-Time Cognitive Task Solving and Reasoning in UAVs
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 02b02a29-b878-442c-ab0a-ceac72662b01 · outbound
ESARBench: A Benchmark for Agentic UAV Embodied Search and Rescue Mishra, M
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation c35dd33f-9079-4393-ba89-7509a4ff149c · outbound
ESARBench: A Benchmark for Agentic UAV Embodied Search and Rescue Panagopoulos, A
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 8da8966b-4496-445e-af54-357250e09134 · outbound
ESARBench: A Benchmark for Agentic UAV Embodied Search and Rescue In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, pp
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation a7dc9927-617b-4204-b0a8-5cba65b0a934 · outbound
ESARBench: A Benchmark for Agentic UAV Embodied Search and Rescue UAVs Meet Agentic AI: A Multidomain Survey of Autonomous Aerial Intelligence and Agentic UAVs
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 154ba590-7f2b-4773-838b-5783f7597b24 · outbound
ESARBench: A Benchmark for Agentic UAV Embodied Search and Rescue Unresolved cited work
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 5ee47614-bc9d-4eaa-b8a5-78e486d643b5 · outbound
ESARBench: A Benchmark for Agentic UAV Embodied Search and Rescue Predictive maintenance with large language models and transformer-based survival analysis
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation f56e9387-5d1a-4aaf-864c-5c8d75a90947 · outbound
ESARBench: A Benchmark for Agentic UAV Embodied Search and Rescue Autonomous UAV Navigation for Search and Rescue Missions Using Computer Vision and Convolutional Neural Networks
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 0956ce16-49d2-4e19-b288-54c14480a21e · outbound
ESARBench: A Benchmark for Agentic UAV Embodied Search and Rescue Strand, T
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation a5fcdcfd-5a55-4149-8505-9ebe6e5033ac · outbound
ESARBench: A Benchmark for Agentic UAV Embodied Search and Rescue Unresolved cited work
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation a7e2c208-95f8-445d-b958-23595cd22b05 · outbound
ESARBench: A Benchmark for Agentic UAV Embodied Search and Rescue Unresolved cited work
Reference 52
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation a5925698-42e5-4370-bc29-70ad8d65ecbe · outbound
ESARBench: A Benchmark for Agentic UAV Embodied Search and Rescue Refdrone: A challenging benchmark for referring expression comprehension in drone scenes
Reference 53
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 5bfcd70c-0436-436f-8ceb-331fd29ae4d0 · outbound
ESARBench: A Benchmark for Agentic UAV Embodied Search and Rescue UAVs meet LLMs: Overviews and perspectives towards agentic low-altitude mobility , volume=
Reference 55
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 1ea32ba9-5366-4336-a964-70943eff4560 · outbound
ESARBench: A Benchmark for Agentic UAV Embodied Search and Rescue UAV-Flow Colosseo: A Real-World Benchmark for Flying-on-a-Word UAV Imitation Learning
Reference 56
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation a84f7dc9-d3e5-4e00-ad63-9612b0d014ff · outbound
ESARBench: A Benchmark for Agentic UAV Embodied Search and Rescue Unresolved cited work
Reference 58
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 43cbe680-65fb-4511-8053-f07b997b95c1 · outbound
ESARBench: A Benchmark for Agentic UAV Embodied Search and Rescue Unresolved cited work
Reference 59
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 966540cd-6d67-48de-831f-80fc14c413af · outbound
ESARBench: A Benchmark for Agentic UAV Embodied Search and Rescue Geonav: Empowering mllms with explicit geospatial reasoning abilities for language-goal aerial navigation
Reference 63
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 10d4694b-75b6-44ef-8e78-c7de8445b435 · outbound
ESARBench: A Benchmark for Agentic UAV Embodied Search and Rescue IEEE Int
Reference 66
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 0513d9ab-5660-4fe8-a5e6-15a719d12f5b · outbound
ESARBench: A Benchmark for Agentic UAV Embodied Search and Rescue Unresolved cited work
Reference 67
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 7baf120e-cbe3-4467-b827-fc5e8b0188f1 · outbound
ESARBench: A Benchmark for Agentic UAV Embodied Search and Rescue Journal of the European Meteorological Society , volume =
Reference 69
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 3055bddb-e04f-4f68-86bc-f3f4cc94cf6c · outbound
ESARBench: A Benchmark for Agentic UAV Embodied Search and Rescue Freeman, Frédo Durand, Eli Shechtman, and Xun Huang
Reference 71
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 98515f68-5393-47ef-9250-a58dae817b70 · outbound
ESARBench: A Benchmark for Agentic UAV Embodied Search and Rescue 10610948
Reference 72
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation f91f09b7-19ac-40cb-a6d9-d74c056a594e · outbound
ESARBench: A Benchmark for Agentic UAV Embodied Search and Rescue Privacy-preserving and uncertainty-aware federated trajectory prediction for connected autonomous vehicles
Reference 73
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 339a8b7e-1d68-4edf-9ada-ea57b63ad627 · outbound
ESARBench: A Benchmark for Agentic UAV Embodied Search and Rescue IEEE Transactions on Pattern Analysis and Machine Intelligence46(8), 5625–5644 (2024) https://doi.org/10.1109/TPAMI.2024.3369699
Reference 75
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation cb56ab47-9de2-4a33-80c5-b5401c38aa5f · outbound
ESARBench: A Benchmark for Agentic UAV Embodied Search and Rescue Zhang, C
Reference 76
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 0d116237-d919-4772-86ec-170c75cc576e · outbound
ESARBench: A Benchmark for Agentic UAV Embodied Search and Rescue Multilingual Knowledge Graph Completion with Self-Supervised Adaptive Graph Alignment
Reference 79
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation b5ddd8a4-a6af-41c6-84bc-0e1df0763622 · outbound
ESARBench: A Benchmark for Agentic UAV Embodied Search and Rescue Unresolved cited work
Reference 80
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 87689810-e49f-4175-a306-4d145e45792d · outbound
ESARBench: A Benchmark for Agentic UAV Embodied Search and Rescue Unresolved cited work
Reference 81
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation a32da471-aaa0-4ff1-9bcf-e2475cae5986 · outbound
ESARBench: A Benchmark for Agentic UAV Embodied Search and Rescue NavGPT: Explicit Reasoning in Vision- and-Language Navigation with Large Language Models
Reference 82
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 9e544c17-72d2-4335-a935-151ff4c6cded · outbound
ESARBench: A Benchmark for Agentic UAV Embodied Search and Rescue red bag" matches
Reference 83
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 689e256b-2a86-49b1-9e81-a74207c5ba8d · outbound
ESARBench: A Benchmark for Agentic UAV Embodied Search and Rescue Unresolved cited work
Reference 84
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 5844c1ac-271f-43ec-b029-db6e3b964ccd · outbound
ESARBench: A Benchmark for Agentic UAV Embodied Search and Rescue matches": [ {
Reference 85
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation af161dbb-bd32-4e43-99ea-7e142accfe8d · outbound
ESARBench: A Benchmark for Agentic UAV Embodied Search and Rescue Unresolved cited work
Reference 86
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 51f3e982-82f6-4e24-ac09-a494e2123108 · outbound
ESARBench: A Benchmark for Agentic UAV Embodied Search and Rescue Three days later, he got injury while descending from the 2800 Campsite and agreed with his teammates to remain in place to wait for rescue
Reference 87
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 5732cae4-db0a-4c07-a62f-b7aae93f834b · outbound
ESARBench: A Benchmark for Agentic UAV Embodied Search and Rescue Unresolved cited work
Reference 88
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 778423ab-cbea-410d-9204-0674f6c62ee0 · outbound
ESARBench: A Benchmark for Agentic UAV Embodied Search and Rescue However, during their descent, the team encountered a severe blizzard
Reference 89
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation d6152da2-c7e7-40d3-9dde-2901d2293f22 · outbound
ESARBench: A Benchmark for Agentic UAV Embodied Search and Rescue Telemetry data from his sports watch indicated a suspected wildlife attack during the hike
Reference 90
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-03T06:30:56.289259+00:00.
Observation 523e0590-29fe-44c9-b6c2-695bdb17d436 · inbound
Zero-Shot Mission-Level Evaluation for Aerial MLLM Agents ESARBench: A Benchmark for Agentic UAV Embodied Search and Rescue
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2bc294ad-9fd1-4a75-b3d2-147fbac938fe · inbound
MulRobBench: A Decision-Level Benchmark for Safe and Security-Policy-Compliant Multimodal UAV Agents ESARBench: A Benchmark for Agentic UAV Embodied Search and Rescue
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.