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Paper Citation Record · LEDGER

ESARBench: A Benchmark for Agentic UAV Embodied Search and Rescue

As of 6 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.

pith.paper-citation-record.v1
2605.01371 v1

Coverage vector

measured 54 of 54 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-09T14:45:49.283408Z

measured 56 of 56 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-05T06:32:48.257954+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-01T06:06:26.379840Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

54 of 54 outbound references displayed

  • verified exact23
  • verified fuzzy7
  • unresolved6
  • parse uncertain0
  • malformed identifier8
  • metadata mismatch10

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation fefa6a09-5822-44c9-a5e3-74ddac08e8dd · outbound

This paper cites On Evaluation of Embodied Navigation Agents.

ESARBench: A Benchmark for Agentic UAV Embodied Search and Rescue On Evaluation of Embodied Navigation Agents

Reference 1

Resolution
verified exact
arxiv_id, observed 2026-05-13T22:41:57.449688Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-09T14:45:49.283408Z digest=sha256:18a3258ded411ec263372f96ea1227bab0aaf750e3f91c6a946240aed7eac9ec

Observation 17391841-d69c-4ce5-8489-7363f6838c0b · outbound

This paper cites Bialas, M.

ESARBench: A Benchmark for Agentic UAV Embodied Search and Rescue Bialas, M

Reference 3

Resolution
verified exact
arxiv_id, observed 2026-05-09T22:18:59.538443Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-09T14:45:49.283408Z digest=sha256:3c5adb6ec23b26da6d7d8b0950dca49831ef5c1f0ab694942540557b3eaf0fa9

Observation 58ef77a4-380f-4544-a802-d64caf195d85 · outbound

This paper cites V-Net: Fully Convolutional Neural Networks for V olumetric Medical Image Segmentation.

ESARBench: A Benchmark for Agentic UAV Embodied Search and Rescue V-Net: Fully Convolutional Neural Networks for V olumetric Medical Image Segmentation

Reference 6

Resolution
malformed identifier
doi, observed 2026-05-09T22:18:59.575552Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-09T14:45:49.283408Z digest=sha256:3aaec56fd9df58ff8c99426459de2cc592dc098df2158672844c617853104513

Observation cde64081-e614-47ad-b899-4f9b4ca113aa · outbound

This paper cites an unresolved cited work.

ESARBench: A Benchmark for Agentic UAV Embodied Search and Rescue Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-05-26T01:47:15.950202Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-09T14:45:49.283408Z digest=sha256:25e472e725d106dc7488edcb3a22c519e58f749e8b733bc5fcd3e2580e5e4203

Observation b29bfb5c-f0cd-45f8-92be-2d9bb23f8a56 · outbound

This paper cites an unresolved cited work.

ESARBench: A Benchmark for Agentic UAV Embodied Search and Rescue Unresolved cited work

Reference 8

Resolution
verified exact
arxiv_id, observed 2026-05-09T22:18:59.567782Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-09T14:45:49.283408Z digest=sha256:9e2bf71728fd2644b665219c1bcb1f10e000bb9409230c627214f9ba38153d6e

Observation 1d14d4a5-b4b7-4ad1-9d56-5989cd8e404a · outbound

This paper cites Emogen: Emotional image content generation with text-to-image diffusion models.

ESARBench: A Benchmark for Agentic UAV Embodied Search and Rescue Emogen: Emotional image content generation with text-to-image diffusion models

Reference 9

Resolution
metadata mismatch
arxiv_id, observed 2026-05-09T22:18:59.546131Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-09T14:45:49.283408Z digest=sha256:ce106856abedcb076e7abc33850cc0f8fc33af9206430d36a17b53b10c5eb5bd

Observation 5cd3f2f1-f4c3-4bb9-8e23-8b966b5df9e5 · outbound

This paper cites an unresolved cited work.

ESARBench: A Benchmark for Agentic UAV Embodied Search and Rescue Unresolved cited work

Reference 10

Resolution
verified exact
doi, observed 2026-05-09T22:18:59.541559Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-09T14:45:49.283408Z digest=sha256:5e8d6e6924b613841226ffbce6af65f9502d8f73471a7b56b6eb8a428f856d9b

Observation 410c4a5c-f4b9-4431-aca0-349bb953e870 · outbound

This paper cites and Ching, Kevin and Lee, Hee Rin and Taylor, Angelique , year=.

ESARBench: A Benchmark for Agentic UAV Embodied Search and Rescue and Ching, Kevin and Lee, Hee Rin and Taylor, Angelique , year=

Reference 14

Resolution
metadata mismatch
arxiv_id, observed 2026-05-09T22:18:59.620504Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-09T14:45:49.283408Z digest=sha256:7b315bb79a353908679bcaf840c837a73858ae1476081d503d091160953f8e83

Observation efcfd45c-dd1c-433d-b528-97e778a415ad · outbound

This paper cites Taniguchi.

ESARBench: A Benchmark for Agentic UAV Embodied Search and Rescue Taniguchi

Reference 15

Resolution
malformed identifier
doi, observed 2026-05-09T22:18:59.583025Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-09T14:45:49.283408Z digest=sha256:682f8bdf33a87d6e73501d5338de7c430d06980c0ee1ce284165f539938a4282

Observation 02d11191-c0df-4898-af5c-3f29d10eb043 · outbound

This paper cites Experimental validation of UAV search and detection system in real wilderness environment.

ESARBench: A Benchmark for Agentic UAV Embodied Search and Rescue Experimental validation of UAV search and detection system in real wilderness environment

Reference 16

Resolution
malformed identifier
arxiv_id, observed 2026-05-11T16:51:07.698642Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-09T14:45:49.283408Z digest=sha256:6ae7cd4a9fafd8f6f4ac99ec923d8e376f3ef64efb03bf6ae1b1737086025b2d

Observation 85572c5b-0977-4b25-9bf5-d446a0f8dd76 · outbound

This paper cites critic/sycophant.

ESARBench: A Benchmark for Agentic UAV Embodied Search and Rescue critic/sycophant

Reference 17

Resolution
verified exact
doi, observed 2026-05-09T22:18:59.623779Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-09T14:45:49.283408Z digest=sha256:874ab785221f59bd68cfcbd3fddc8350627c5b3affda0e3659eccd4de6f8653b

Observation db18f360-80e0-403e-bcc5-6d0d5b2dd498 · outbound

This paper cites an unresolved cited work.

ESARBench: A Benchmark for Agentic UAV Embodied Search and Rescue Unresolved cited work

Reference 18

Resolution
malformed identifier
arxiv_id, observed 2026-05-11T16:51:07.718753Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-09T14:45:49.283408Z digest=sha256:52cc11339473f7894fd540c9e8722e3fa1da078f4520c30ccedd12c5d74e1b74

Observation 356781fe-43bd-497f-a1da-747cb67612eb · outbound

This paper cites Motion planning for autonomous driving: The state of the art and future perspectives.

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

Resolution
malformed identifier
doi, observed 2026-05-09T22:18:59.631648Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-09T14:45:49.283408Z digest=sha256:0325939b037f73ae8a99a50560b3ce981729e2c2ef1a6d194c3e8646ec719f37

Observation dc8f6804-54d6-4213-b6fb-5dd5a33e9156 · outbound

This paper cites AI2-THOR: An Interactive 3D Environment for Visual AI.

ESARBench: A Benchmark for Agentic UAV Embodied Search and Rescue AI2-THOR: An Interactive 3D Environment for Visual AI

Reference 30

Resolution
verified exact
arxiv_id, observed 2026-05-12T05:24:31.084211Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-09T14:45:49.283408Z digest=sha256:255065440e9b4ee381c6eda395188c38ae26e8b4a1891b35f03e1b34b4faf071

Observation 593fc7db-b09b-4c52-9f82-fa2f74e993d6 · outbound

This paper cites CityNav: A Large-Scale Dataset for Real-World Aerial Navigation.

ESARBench: A Benchmark for Agentic UAV Embodied Search and Rescue CityNav: A Large-Scale Dataset for Real-World Aerial Navigation

Reference 31

Resolution
verified exact
arxiv_id, observed 2026-05-11T16:51:07.672540Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-09T14:45:49.283408Z digest=sha256:66bdc157864c1830d17d4da248d350c836b199aaa6a501be2a9ea3d95d650c79

Observation c42d00c0-771b-4b0c-bb3c-4cecb25fe413 · outbound

This paper cites an unresolved cited work.

ESARBench: A Benchmark for Agentic UAV Embodied Search and Rescue Unresolved cited work

Reference 33

Resolution
verified exact
doi, observed 2026-05-09T22:18:59.613156Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-09T14:45:49.283408Z digest=sha256:a60f7965a2e06af8bc155a982c8bdd136471e3303ea92ee2909760be1729f617

Observation 527b7ff3-ea84-4df8-b1ad-58e3e24e61b2 · outbound

This paper cites In: 2023 IEEE/CVF International Conference on Computer Vision (ICCV), pp.

ESARBench: A Benchmark for Agentic UAV Embodied Search and Rescue In: 2023 IEEE/CVF International Conference on Computer Vision (ICCV), pp

Reference 36

Resolution
verified exact
doi, observed 2026-05-09T22:18:59.616452Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-09T14:45:49.283408Z digest=sha256:22d16a383fb07e89ecb61836bb82209edb6ee4490f2f89ca7ab13ce2d2114a3b

Observation ef6e54a6-0bac-4cca-8dc7-ac4d4c88e7ba · outbound

This paper cites CognitiveDrone: A VLA Model and Evaluation Benchmark for Real-Time Cognitive Task Solving and Reasoning in UAVs.

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

Resolution
malformed identifier
arxiv_id, observed 2026-05-11T16:51:07.723067Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-09T14:45:49.283408Z digest=sha256:9154678265e19efc48e1ec9811472ef3f6af5d4fb256ca620b62564f42196202

Observation 02b02a29-b878-442c-ab0a-ceac72662b01 · outbound

This paper cites Mishra, M.

ESARBench: A Benchmark for Agentic UAV Embodied Search and Rescue Mishra, M

Reference 40

Resolution
verified exact
arxiv_id, observed 2026-05-09T22:18:59.635702Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-09T14:45:49.283408Z digest=sha256:2e60994cae6c028454f54ced32cd2e7a33aac277a0f7bc4c98697627eaf74c08

Observation c35dd33f-9079-4393-ba89-7509a4ff149c · outbound

This paper cites Panagopoulos, A.

ESARBench: A Benchmark for Agentic UAV Embodied Search and Rescue Panagopoulos, A

Reference 41

Resolution
metadata mismatch
arxiv_id, observed 2026-05-09T22:18:59.649385Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-09T14:45:49.283408Z digest=sha256:3baf094116eb4f6e2540f18176fb3a4954e673ee63666eebca35ca705f128422

Observation 8da8966b-4496-445e-af54-357250e09134 · outbound

This paper cites In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, pp.

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

Resolution
metadata mismatch
arxiv_id, observed 2026-05-09T22:18:59.604609Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-09T14:45:49.283408Z digest=sha256:c1de22b6795c70401966b090c42cbb4d96721e802d12c430536ca3ecd0525ce2

Observation a7dc9927-617b-4204-b0a8-5cba65b0a934 · outbound

This paper cites UAVs Meet Agentic AI: A Multidomain Survey of Autonomous Aerial Intelligence and Agentic UAVs.

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

Resolution
malformed identifier
arxiv_id, observed 2026-05-11T16:51:07.734477Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-09T14:45:49.283408Z digest=sha256:b3a71aa1add8c66ee9ba63ae67a1bd0959e7ee52ff88e2876f529efaf4a10299

Observation 154ba590-7f2b-4773-838b-5783f7597b24 · outbound

This paper cites an unresolved cited work.

ESARBench: A Benchmark for Agentic UAV Embodied Search and Rescue Unresolved cited work

Reference 45

Resolution
verified exact
doi, observed 2026-05-09T22:18:59.595198Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-09T14:45:49.283408Z digest=sha256:b7e68f253565068f5075e7eba8aa6cffee7e5f9d5275166f151b0f73275ce36d

Observation 5ee47614-bc9d-4eaa-b8a5-78e486d643b5 · outbound

This paper cites Predictive maintenance with large language models and transformer-based survival analysis.

ESARBench: A Benchmark for Agentic UAV Embodied Search and Rescue Predictive maintenance with large language models and transformer-based survival analysis

Reference 46

Resolution
verified exact
arxiv_id, observed 2026-05-09T22:18:59.609900Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-09T14:45:49.283408Z digest=sha256:f2b215d872428ccaf9fcd8a4da8807832ec27fa0320aea0c7941065d77b7fae0

Observation f56e9387-5d1a-4aaf-864c-5c8d75a90947 · outbound

This paper cites Autonomous UAV Navigation for Search and Rescue Missions Using Computer Vision and Convolutional Neural Networks.

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

Resolution
verified exact
arxiv_id, observed 2026-05-11T16:51:07.683095Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-09T14:45:49.283408Z digest=sha256:8aa375075ac1af7d25c9a4356d17df502d44673d7af6e4ec4d9880351ffca15d

Observation 0956ce16-49d2-4e19-b288-54c14480a21e · outbound

This paper cites Strand, T.

ESARBench: A Benchmark for Agentic UAV Embodied Search and Rescue Strand, T

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T01:47:15.953283Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-09T14:45:49.283408Z digest=sha256:9169c4fde8fde37310926c74bbc843c6afc5b4cddeb984049392a0890969089c

Observation a5fcdcfd-5a55-4149-8505-9ebe6e5033ac · outbound

This paper cites an unresolved cited work.

ESARBench: A Benchmark for Agentic UAV Embodied Search and Rescue Unresolved cited work

Reference 51

Resolution
verified exact
arxiv_id, observed 2026-05-09T22:18:59.628466Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-09T14:45:49.283408Z digest=sha256:7bf8cbf2a574564a71327cbd44fe093de64506e90a6289f9cb83ea5faf82e41d

Observation a7e2c208-95f8-445d-b958-23595cd22b05 · outbound

This paper cites an unresolved cited work.

ESARBench: A Benchmark for Agentic UAV Embodied Search and Rescue Unresolved cited work

Reference 52

Resolution
verified exact
doi, observed 2026-05-09T22:18:59.652485Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-09T14:45:49.283408Z digest=sha256:fc677c1f39cd13b4b291e11cafdc32f14b56c98ed480e4ec6a04065621b26699

Observation a5925698-42e5-4370-bc29-70ad8d65ecbe · outbound

This paper cites Refdrone: A challenging benchmark for referring expression comprehension in drone scenes.

ESARBench: A Benchmark for Agentic UAV Embodied Search and Rescue Refdrone: A challenging benchmark for referring expression comprehension in drone scenes

Reference 53

Resolution
verified exact
arxiv_id, observed 2026-05-11T16:51:07.705763Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-09T14:45:49.283408Z digest=sha256:0cbff928618345c4cfd4b0f0be1c9aeef6fe51f52be4b251b84573e074b2ee34

Observation 5bfcd70c-0436-436f-8ceb-331fd29ae4d0 · outbound

This paper cites UAVs meet LLMs: Overviews and perspectives towards agentic low-altitude mobility , volume=.

ESARBench: A Benchmark for Agentic UAV Embodied Search and Rescue UAVs meet LLMs: Overviews and perspectives towards agentic low-altitude mobility , volume=

Reference 55

Resolution
metadata mismatch
arxiv_id, observed 2026-05-09T22:18:59.640171Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-09T14:45:49.283408Z digest=sha256:533b6104e076a81a055b96dba2e636131264b4db8b663387b462d5e4a303c92d

Observation 1ea32ba9-5366-4336-a964-70943eff4560 · outbound

This paper cites UAV-Flow Colosseo: A Real-World Benchmark for Flying-on-a-Word UAV Imitation Learning.

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

Resolution
verified exact
arxiv_id, observed 2026-05-11T16:51:07.714238Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-09T14:45:49.283408Z digest=sha256:34c2fd29da192660332abd9d20eaa6e2b9802fd91e162d02c78166cfa67771d0

Observation a84f7dc9-d3e5-4e00-ad63-9612b0d014ff · outbound

This paper cites an unresolved cited work.

ESARBench: A Benchmark for Agentic UAV Embodied Search and Rescue Unresolved cited work

Reference 58

Resolution
unresolved
raw_fallback, observed 2026-05-26T01:47:15.940827Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-09T14:45:49.283408Z digest=sha256:a22ea655267a34860841037162025766522780d60a886b831bdc401bc7d21add

Observation 43cbe680-65fb-4511-8053-f07b997b95c1 · outbound

This paper cites an unresolved cited work.

ESARBench: A Benchmark for Agentic UAV Embodied Search and Rescue Unresolved cited work

Reference 59

Resolution
unresolved
raw_fallback, observed 2026-05-26T01:47:15.948541Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-09T14:45:49.283408Z digest=sha256:d834c284189e68297d757f4fe9041f76581f6bed0b5834c2814d4dcb16c833ff

Observation 966540cd-6d67-48de-831f-80fc14c413af · outbound

This paper cites Geonav: Empowering mllms with explicit geospatial reasoning abilities for language-goal aerial navigation.

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

Resolution
verified exact
arxiv_id, observed 2026-05-11T16:51:07.729518Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-09T14:45:49.283408Z digest=sha256:b947e51a0b9533441a7229f9cb620c17165b10110580d996cbe49cb6783aebae

Observation 10d4694b-75b6-44ef-8e78-c7de8445b435 · outbound

This paper cites IEEE Int.

ESARBench: A Benchmark for Agentic UAV Embodied Search and Rescue IEEE Int

Reference 66

Resolution
verified exact
arxiv_id, observed 2026-05-09T22:18:59.572523Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-09T14:45:49.283408Z digest=sha256:0e7e97462448898da57b014a3cdf310290f6a96dc2119e057ae970a53902d210

Observation 0513d9ab-5660-4fe8-a5e6-15a719d12f5b · outbound

This paper cites an unresolved cited work.

ESARBench: A Benchmark for Agentic UAV Embodied Search and Rescue Unresolved cited work

Reference 67

Resolution
verified exact
arxiv_id, observed 2026-05-09T22:18:59.560599Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-09T14:45:49.283408Z digest=sha256:049297fcc17896d1a496f541dfb85888a7fc004a025cbb59641f362ea2d27418

Observation 7baf120e-cbe3-4467-b827-fc5e8b0188f1 · outbound

This paper cites Journal of the European Meteorological Society , volume =.

ESARBench: A Benchmark for Agentic UAV Embodied Search and Rescue Journal of the European Meteorological Society , volume =

Reference 69

Resolution
metadata mismatch
arxiv_id, observed 2026-05-09T22:18:59.579839Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-09T14:45:49.283408Z digest=sha256:ac072e9d3a38c0adb570f802c80f597585e9f857238404d6d08b327994f60d22

Observation 3055bddb-e04f-4f68-86bc-f3f4cc94cf6c · outbound

This paper cites Freeman, Frédo Durand, Eli Shechtman, and Xun Huang.

ESARBench: A Benchmark for Agentic UAV Embodied Search and Rescue Freeman, Frédo Durand, Eli Shechtman, and Xun Huang

Reference 71

Resolution
metadata mismatch
arxiv_id, observed 2026-05-09T22:18:59.644660Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-09T14:45:49.283408Z digest=sha256:6787a78e85b67d175a1b705c9a2b4ddf8118ee0268183a85f513e43e90d4dc0b

Observation 98515f68-5393-47ef-9250-a58dae817b70 · outbound

This paper cites 10610948.

ESARBench: A Benchmark for Agentic UAV Embodied Search and Rescue 10610948

Reference 72

Resolution
metadata mismatch
arxiv_id, observed 2026-05-09T22:18:59.587760Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-09T14:45:49.283408Z digest=sha256:37bddce83ff63e2c0a0dc500d807fcb815c44e5714bba9867321ee559c8f4515

Observation f91f09b7-19ac-40cb-a6d9-d74c056a594e · outbound

This paper cites Privacy-preserving and uncertainty-aware federated trajectory prediction for connected autonomous vehicles.

ESARBench: A Benchmark for Agentic UAV Embodied Search and Rescue Privacy-preserving and uncertainty-aware federated trajectory prediction for connected autonomous vehicles

Reference 73

Resolution
metadata mismatch
arxiv_id, observed 2026-05-09T22:18:59.600225Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-09T14:45:49.283408Z digest=sha256:2febbf17331dfc8692b7ee0e0b9901fed0666a253b775ea0ea37179621ba014a

Observation 339a8b7e-1d68-4edf-9ada-ea57b63ad627 · outbound

This paper cites IEEE Transactions on Pattern Analysis and Machine Intelligence46(8), 5625–5644 (2024) https://doi.org/10.1109/TPAMI.2024.3369699.

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

Resolution
metadata mismatch
arxiv_id, observed 2026-05-09T22:18:59.550469Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-09T14:45:49.283408Z digest=sha256:9ec99d8016d3015253c1f274545b022d5656228f533864419e99c8cceb844fc8

Observation cb56ab47-9de2-4a33-80c5-b5401c38aa5f · outbound

This paper cites Zhang, C.

ESARBench: A Benchmark for Agentic UAV Embodied Search and Rescue Zhang, C

Reference 76

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T01:47:15.957081Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-09T14:45:49.283408Z digest=sha256:5786b9af7e88dc9d490db6a07aed0f1b2b2a55c3ea148193fb8f54bf1781503e

Observation 0d116237-d919-4772-86ec-170c75cc576e · outbound

This paper cites Multilingual Knowledge Graph Completion with Self-Supervised Adaptive Graph Alignment.

ESARBench: A Benchmark for Agentic UAV Embodied Search and Rescue Multilingual Knowledge Graph Completion with Self-Supervised Adaptive Graph Alignment

Reference 79

Resolution
malformed identifier
doi, observed 2026-05-09T22:18:59.553561Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-09T14:45:49.283408Z digest=sha256:7332fb37b8d99d9bddeab025f2e5110d0f9ac7e0c40e9ded9b08895e5e443004

Observation b5ddd8a4-a6af-41c6-84bc-0e1df0763622 · outbound

This paper cites an unresolved cited work.

ESARBench: A Benchmark for Agentic UAV Embodied Search and Rescue Unresolved cited work

Reference 80

Resolution
verified exact
arxiv_id, observed 2026-05-09T22:18:59.592206Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-09T14:45:49.283408Z digest=sha256:4e69a149921603bd2f15416a4c79f948159c04a7bff33d1bc58f02ec7771874f

Observation 87689810-e49f-4175-a306-4d145e45792d · outbound

This paper cites an unresolved cited work.

ESARBench: A Benchmark for Agentic UAV Embodied Search and Rescue Unresolved cited work

Reference 81

Resolution
verified exact
doi, observed 2026-05-09T22:18:59.556511Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-09T14:45:49.283408Z digest=sha256:d897eaa4ea3869e24d714f7ddac39e5e967274202405f6a779ea2623a8091e20

Observation a32da471-aaa0-4ff1-9bcf-e2475cae5986 · outbound

This paper cites NavGPT: Explicit Reasoning in Vision- and-Language Navigation with Large Language Models.

ESARBench: A Benchmark for Agentic UAV Embodied Search and Rescue NavGPT: Explicit Reasoning in Vision- and-Language Navigation with Large Language Models

Reference 82

Resolution
verified exact
doi, observed 2026-05-09T22:18:59.563523Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-09T14:45:49.283408Z digest=sha256:4a990147a5fe27907bd30314524b8e87abcdbe6165145c0a1057fb1d3ff93baa

Observation 9e544c17-72d2-4335-a935-151ff4c6cded · outbound

This paper cites red bag" matches.

ESARBench: A Benchmark for Agentic UAV Embodied Search and Rescue red bag" matches

Reference 83

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T01:47:15.928847Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-09T14:45:49.283408Z digest=sha256:7989da871ec09102f7b34567fda1f880eb2ed2c4b7fe765fb356c5d3239217e0

Observation 689e256b-2a86-49b1-9e81-a74207c5ba8d · outbound

This paper cites an unresolved cited work.

ESARBench: A Benchmark for Agentic UAV Embodied Search and Rescue Unresolved cited work

Reference 84

Resolution
unresolved
raw_fallback, observed 2026-05-26T01:47:15.961306Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-09T14:45:49.283408Z digest=sha256:852494d2eff254feaaa753b54921f3b1eacd842ca37cea94170dfa0246009d93

Observation 5844c1ac-271f-43ec-b029-db6e3b964ccd · outbound

This paper cites matches": [ {.

ESARBench: A Benchmark for Agentic UAV Embodied Search and Rescue matches": [ {

Reference 85

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T01:47:15.958531Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-09T14:45:49.283408Z digest=sha256:06ae29b93290baf0bf20ab8f8b368af32eb8925cfc00678e6e04c8ec8b68ac2e

Observation af161dbb-bd32-4e43-99ea-7e142accfe8d · outbound

This paper cites an unresolved cited work.

ESARBench: A Benchmark for Agentic UAV Embodied Search and Rescue Unresolved cited work

Reference 86

Resolution
unresolved
raw_fallback, observed 2026-05-26T01:47:15.944763Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-09T14:45:49.283408Z digest=sha256:aadd2df6d7c51467bd9335bb6dccd30bbc95e9fad4e6509e0eb56f2d40f20590

Observation 51f3e982-82f6-4e24-ac09-a494e2123108 · outbound

This paper cites 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.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T01:47:15.945237Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-09T14:45:49.283408Z digest=sha256:f760a87ffed1d7969ba7835095a734c47fa5336748e0292fe8afafabe5583d62

Observation 5732cae4-db0a-4c07-a62f-b7aae93f834b · outbound

This paper cites an unresolved cited work.

ESARBench: A Benchmark for Agentic UAV Embodied Search and Rescue Unresolved cited work

Reference 88

Resolution
unresolved
raw_fallback, observed 2026-05-26T01:47:15.941425Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-09T14:45:49.283408Z digest=sha256:c634c04589aa15a59d9c4859023a4cefd2a17f7f1d8e5e98ccdbd10e5a5160c8

Observation 778423ab-cbea-410d-9204-0674f6c62ee0 · outbound

This paper cites However, during their descent, the team encountered a severe blizzard.

ESARBench: A Benchmark for Agentic UAV Embodied Search and Rescue However, during their descent, the team encountered a severe blizzard

Reference 89

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T01:47:15.954216Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-09T14:45:49.283408Z digest=sha256:79b519608793525a8275a51fbbc34e1c59473b3bee7210dbe759925b353b7146

Observation d6152da2-c7e7-40d3-9dde-2901d2293f22 · outbound

This paper cites Telemetry data from his sports watch indicated a suspected wildlife attack during the hike.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-05-26T01:47:15.917811Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-09T14:45:49.283408Z digest=sha256:4dd0d95e2b4420ead0b2a34491ed2aee014d0194dffca269131626ffc09123a2

Pith citing papers

Observation 523e0590-29fe-44c9-b6c2-695bdb17d436 · inbound

Zero-Shot Mission-Level Evaluation for Aerial MLLM Agents cites this paper.

Zero-Shot Mission-Level Evaluation for Aerial MLLM Agents ESARBench: A Benchmark for Agentic UAV Embodied Search and Rescue

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-01T06:06:26.379840Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-01T06:06:26.379840Z digest=sha256:b1405222242271447e24e068de66e95e5455280335223a01dff459c9acaf8114

Observation 2bc294ad-9fd1-4a75-b3d2-147fbac938fe · inbound

MulRobBench: A Decision-Level Benchmark for Safe and Security-Policy-Compliant Multimodal UAV Agents cites this paper.

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

Resolution
unresolved
no resolver link, observed 2026-07-30T13:50:40.882115Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-30T13:50:40.882115Z digest=sha256:ac004bf355ca99e0a5baeb77358572c6947e1c60ac0e5291061abefa17449e24