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Paper Citation Record · LEDGER

ESARBench: A Benchmark for Agentic UAV Embodied Search and Rescue

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.

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 2026-08-03T06:30:56.289259+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 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-09T14:45:49.283408Z digest=sha256:0e988c28457670531432d53bfb455c37b06e47b78cab46fbf9d13106ce7ea5f2

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 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-09T14:45:49.283408Z digest=sha256:8dbca7099be2cefaa879bbb4638a58f032990433c97dbfe314d5621d8435ff06

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 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-09T14:45:49.283408Z digest=sha256:f329fc8bb3032cbc1cb572fc736b9fb0ec7b19bb4d6f22388c270665b93d4af6

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 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-09T14:45:49.283408Z digest=sha256:59c310812c6446eec12a925859abfd9392bf5843b8e1be5c7a7e99039addd579

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 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-09T14:45:49.283408Z digest=sha256:3a2cef031dc36f781c027281247cb6ba3c4e4e369acafc56132437f3a89bcdbc

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 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-09T14:45:49.283408Z digest=sha256:95065329ae3500db8fb8940d28420e207aedbf3d9c257bd72668900c6640e851

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 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-09T14:45:49.283408Z digest=sha256:bf7ec8949cff15025bdbdfa1c92d2b87780a0fc730452bc76aef6d34f76a37ec

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 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-09T14:45:49.283408Z digest=sha256:0970abec6f96639d2f2721decfb8e11d75e92cbaeedd0deb53cd3a6e5603a0f1

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 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-09T14:45:49.283408Z digest=sha256:b6068d92acb1a1e1aa39fd29fe142e74d7bf6bce81b757535f57f52cb2e66e1f

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 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-09T14:45:49.283408Z digest=sha256:e4234a206277014bdada2d663b7e61892c24ac557e8efeafc121a0e5ae0fe1c2

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 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-09T14:45:49.283408Z digest=sha256:080de32566b31d3748135a1d66e1625f0c24e68e4d2fde879a401c1945f31c9a

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 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-09T14:45:49.283408Z digest=sha256:452d7df84e64c651d7438409864c069219e4d413f380fba46562b8e7ddd0107d

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 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-09T14:45:49.283408Z digest=sha256:59802a0c0bd1db4ca0659da5338cc6627bf09d4032db6bb03d32145933efb3b7

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 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-09T14:45:49.283408Z digest=sha256:2c2fec01120214c0f8f687a17f5f2e3f9fddc2ab8aea1c86932de941037fdec2

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 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-09T14:45:49.283408Z digest=sha256:22c030c7bec53b5d54774cb4f41ed6e80db6e6163ad456bb82967e5708cc6cb4

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 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-09T14:45:49.283408Z digest=sha256:c1388bf8733250d64392c11a4c967f2957e0d6fe46d59f84ea46f2e5683342b7

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 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-09T14:45:49.283408Z digest=sha256:b687ca65109a2f7012965b36f0927358755546359ef523803b30c006e13a4b1b

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 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-09T14:45:49.283408Z digest=sha256:089939b463b1bf5770e90e536867af3ec31e7ca4a5cf1d0fb86394eea965c0c5

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 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-09T14:45:49.283408Z digest=sha256:fc0fedc2de282f44fbb1ab5cc0526bf3534d81aa5b3fe64541bd194d1fd1993a

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 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-09T14:45:49.283408Z digest=sha256:5b9066e8cb4be9c160f045cbe81c132c61e6559627607d65a9d0fb6eb9d451fd

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 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-09T14:45:49.283408Z digest=sha256:20b0352d6bb60a78ca8cfb8a0b125a5849aafe977707a603ca2f94c49d64691f

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 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-09T14:45:49.283408Z digest=sha256:ca6fb9876f7fbae709cfaf031a6232699252bd1d8e69c81e6c310f59429323b9

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 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-09T14:45:49.283408Z digest=sha256:a2779d15a5d501d373279b1b10a2d3dd7bb5df77480bd362a4dd94e8956d980b

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 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-09T14:45:49.283408Z digest=sha256:0d0ae99a188244e8b6ff81b9de115127059fb518d2a8e441f9739b0d55853b87

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 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-09T14:45:49.283408Z digest=sha256:fcf6d6398d7c90505cbc7bdbe3886a92ca96937584adabff4f694604b6786922

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 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-09T14:45:49.283408Z digest=sha256:2c31c520ed921b077ff71027de0dab64ceef03223cd62df30e3af98a5f12038d

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 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-09T14:45:49.283408Z digest=sha256:976efcca82776e77200481636d9964f94a154248870345b03f23744731adf3e0

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 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-09T14:45:49.283408Z digest=sha256:9a56e751edbc0009f3eef1eb1803155ac8ba6c7e2cbd20fa3e0f7f2c6d3b3395

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 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-09T14:45:49.283408Z digest=sha256:dccc10840f100cc9bdbf54b3e99074a5fa6e4b2a3d48fd3b178614ef198e988b

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 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-09T14:45:49.283408Z digest=sha256:be8991176d13cdbab77c3b422b352d0a2a61a30bf83a0029ebd07c2ac6992e10

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 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-09T14:45:49.283408Z digest=sha256:d29e2a446613de220f316e8111857d3afb84539c4a244c3f980d93436666a0d2

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 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-09T14:45:49.283408Z digest=sha256:5ddb592d7499b500627b7d4fa58bf80ed6e30e81967c3b8b29de084c07bd5258

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 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-09T14:45:49.283408Z digest=sha256:91391d9dd1f106a6812f02e510d4923fcb0f189f2d1945bf2995bd5dddbcc7c0

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 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-09T14:45:49.283408Z digest=sha256:67341b54390612cf44d7c896739899941d4ad4e63e169f5b3e5fd31a91aff011

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 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-09T14:45:49.283408Z digest=sha256:ea38a67a656e69309570406650ce53a935a712ebd17e929dde6e290f607fca60

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 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-09T14:45:49.283408Z digest=sha256:2b89c6aa17d1aa2d8ed914454fc5f792082ca7f1c46f05c5fb20abadab5ac34d

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 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-09T14:45:49.283408Z digest=sha256:59ca720cefe5c178bc509634f1a9ab328b77e077dfefdad1e75ed95fb559eca0

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 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-09T14:45:49.283408Z digest=sha256:fad3a11ac228e9036a45409502efc9bd3d6d07e7f1bf785a68f4a030cea1d3ed

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 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-09T14:45:49.283408Z digest=sha256:f7142f6de707993c0f5214a87fa8b10ccafc529d470466a6aa693d26aab17093

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 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-09T14:45:49.283408Z digest=sha256:e05f828d85655c659eacdb42ee37378c07028bb072a75090a71f11ad22d4f99e

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 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-09T14:45:49.283408Z digest=sha256:d68c1dd8362bc5cca08a2992dd3eb614e162e6025b1a79a1c28b0fe72b8ee6d5

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 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-09T14:45:49.283408Z digest=sha256:42c4447c6efbe8262db4e843968184cbfe779b6be70c3aea6ec4df27de42875c

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 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-09T14:45:49.283408Z digest=sha256:7a82faa85a32fdeb9779c3afca193b2dfc507eae60b9186a9e83b43ac6499337

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 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-09T14:45:49.283408Z digest=sha256:a7084348ccea973fdca5f5cc292501f930e045ed538fc1a0774b5ea0aea9d87d

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 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-09T14:45:49.283408Z digest=sha256:b1f81b737035af593642d4a07a37297efa51b94a86dda12de4d75b2fb4beeb0f

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 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-09T14:45:49.283408Z digest=sha256:b2a78aa56a500b7daecb5dfe62063df4f2d7b56dacc3aaf4f0544d1ed356674f

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 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-09T14:45:49.283408Z digest=sha256:8f48dad3e726e69e002dff055d52cb947b46040eb05bfe472947484d5e6884b8

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 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-09T14:45:49.283408Z digest=sha256:9dcb4709ce7b6170bb4d6584da43c4e2013f74505492f5d45c5ba58069c1df85

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 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-09T14:45:49.283408Z digest=sha256:11ae14dc880482f77d737bf5f7df937a82c353e0f4a37c022b043732ccef4c8e

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 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-09T14:45:49.283408Z digest=sha256:b2d6a6a2f4e3f70415284f2d3ba2c5f5ae4edc314e57e5e2e1d8c7c214e8b468

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 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-09T14:45:49.283408Z digest=sha256:72c7e21db850a1a37d176d50ff3e7341484160d7afe90a10b947f6bd98f21ee1

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 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-09T14:45:49.283408Z digest=sha256:826b19c68e2644aefe02231fd7f1a0e17671ba0601df53a174ac57f59925e43f

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 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-09T14:45:49.283408Z digest=sha256:67e9b309da85f4e24fdb25f691fc8fed9edc71de10f6aba0204cb32e55ae4e40

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 2026-08-03T06:30:56.289259+00:00.

source=pdf_text observed=2026-05-09T14:45:49.283408Z digest=sha256:0e62fcc2d06be110ea3b5f774a1d67b408daa5185e3b24be723c678ce8b64840

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:a0d8c0bf0936c5dde81010f8e05892e60fb0a1a7993875c14dd16bd0f3c9fc21

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