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Paper Citation Record · LEDGER

EmbodiedEval: Evaluate Multimodal LLMs as Embodied Agents

As of 18 August 2026, this Paper Citation Record lists 54 of 54 outbound references and 24 inbound Pith citation observations for arXiv:2501.11858.

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

pith.paper-citation-record.v1
2501.11858 v2

Coverage vector

measured 54 of 54 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T17:51:10.878298Z

measured 78 of 78 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00

measured 24 of 24 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T23:21:12.195994Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T11:58:05.933512Z

Reference resolution

54 of 54 outbound references displayed

  • verified exact0
  • verified fuzzy18
  • unresolved31
  • parse uncertain5
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 6f2fdf9e-e56b-4066-be58-83acf7ffb136 · outbound

This paper cites an unresolved cited work.

EmbodiedEval: Evaluate Multimodal LLMs as Embodied Agents Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:51:11.936513Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T17:51:10.622092Z digest=sha256:5dd84b1d9ec684072c71395d39654035ca121179605c8250e86c8a17f0560500

Observation 41ad3c6d-ba5c-41d8-82f7-9cd0cbccf371 · outbound

This paper cites MME: A Comprehensive Evaluation Benchmark for Multimodal Large Language Models.

EmbodiedEval: Evaluate Multimodal LLMs as Embodied Agents MME: A Comprehensive Evaluation Benchmark for Multimodal Large Language Models

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-10T17:51:10.543668Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T17:51:10.543668Z digest=sha256:7806181577d0ddb79e561ad97cb9f4063610c6b589963bee60b5e1f9260c7fcd

Observation 89862ea0-9674-4d5f-ab82-fb1c30dcca3f · outbound

This paper cites an unresolved cited work.

EmbodiedEval: Evaluate Multimodal LLMs as Embodied Agents Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:51:11.900269Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T17:51:10.629809Z digest=sha256:6b0ca05fd082f3b9c019d2db0c1a46f86a198aef7ce85ab5de1d45437dd89d69

Observation 0b20156c-7d41-4dbf-aac9-884248457ad8 · outbound

This paper cites an unresolved cited work.

EmbodiedEval: Evaluate Multimodal LLMs as Embodied Agents Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:51:12.014783Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T17:51:10.601494Z digest=sha256:d1ac45ccbf756fb3c264761a2b66b428f345c57896af3e0b8849dc426cb335ed

Observation 91e4a483-193e-415d-8c75-f6f8ad46d707 · outbound

This paper cites Kosmos-2: Grounding Multimodal Large Language Models to the World.

EmbodiedEval: Evaluate Multimodal LLMs as Embodied Agents Kosmos-2: Grounding Multimodal Large Language Models to the World

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-10T17:51:10.563252Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T17:51:10.563252Z digest=sha256:a33de5258ee8609b743403a89d8e0c0877a213df59485e4b84dfc4625220f61f

Observation b1c13fbd-a93b-45c7-84fb-e64c4ac73488 · outbound

This paper cites an unresolved cited work.

EmbodiedEval: Evaluate Multimodal LLMs as Embodied Agents Unresolved cited work

Reference 6

Resolution
parse uncertain
raw_fallback, observed 2026-08-10T17:51:12.000166Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T17:51:10.607448Z digest=sha256:1099a679682a4c2c21a315df9da610d4d0326813e0baad2b5e43bcb1e34b1d51

Observation 879e64e6-d0b1-4c07-b780-4c4bdd640c53 · outbound

This paper cites In Proceed- ings of the IEEE Conference on Computer Vision and Pattern Recognition, pages 8317–8326.

EmbodiedEval: Evaluate Multimodal LLMs as Embodied Agents In Proceed- ings of the IEEE Conference on Computer Vision and Pattern Recognition, pages 8317–8326

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T17:51:12.047115Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T17:51:10.582194Z digest=sha256:f50caca7e0f0d3e5f439335f5b5fa98c4340b18a59080cf45824c308a76220d5

Observation c2bd9479-9831-40ac-bee9-3fd4511b69a9 · outbound

This paper cites Gemini: A Family of Highly Capable Multimodal Models.

EmbodiedEval: Evaluate Multimodal LLMs as Embodied Agents Gemini: A Family of Highly Capable Multimodal Models

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-10T17:51:10.587301Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T17:51:10.587301Z digest=sha256:fb8655a3b85aacfce0b03d94f4cb1b3f246a761bda433f3b3a9e6904f12dfd8b

Observation 2b8cb7d0-07d8-4921-a211-f7887207917e · outbound

This paper cites an unresolved cited work.

EmbodiedEval: Evaluate Multimodal LLMs as Embodied Agents Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:51:11.985875Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T17:51:10.613606Z digest=sha256:cfc7bd1627de48477d6709650d0a02ea23b5dcb07ec98c99021a6adca8a2293c

Observation e355367a-8607-4903-835b-3be4d7dccbf6 · outbound

This paper cites an unresolved cited work.

EmbodiedEval: Evaluate Multimodal LLMs as Embodied Agents Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:51:11.960645Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T17:51:10.617927Z digest=sha256:7f220b4adf14f86833647cb5882375d7ffc8eb70ce2622f766d41db21c4bc36d

Observation 3858d10b-53da-4dbc-9c05-ce1047c88708 · outbound

This paper cites an unresolved cited work.

EmbodiedEval: Evaluate Multimodal LLMs as Embodied Agents Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:51:11.918702Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T17:51:10.625831Z digest=sha256:28c835431d8f999d563948de6df96b173eb47fb084877df213c576b65fa49d5b

Observation 112bccde-b037-4f3e-b673-6547615066ce · outbound

This paper cites an unresolved cited work.

EmbodiedEval: Evaluate Multimodal LLMs as Embodied Agents Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:51:11.877764Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T17:51:10.633750Z digest=sha256:4e85fe00c9b5093de62c2a8d2f255bd473e142144d7f26ad1dc2b2d6b151786a

Observation 158003ee-61e3-4fbc-b81e-f3f4f3d4ff79 · outbound

This paper cites an unresolved cited work.

EmbodiedEval: Evaluate Multimodal LLMs as Embodied Agents Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:51:11.859428Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T17:51:10.638215Z digest=sha256:883b637449d71f0082718289cf6e310acbe84dcc568cc26467ee06e94f56346b

Observation 93d923a9-7574-46d0-978b-3431f0587991 · outbound

This paper cites an unresolved cited work.

EmbodiedEval: Evaluate Multimodal LLMs as Embodied Agents Unresolved cited work

Reference 19

Resolution
parse uncertain
raw_fallback, observed 2026-08-10T17:51:11.831748Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T17:51:10.643042Z digest=sha256:cc5f0b233347a6000c389b2c921f54a1382f4474db4c7f289173cdc0eea17e30

Observation 7c9b8343-1956-4bb4-a268-71982e4f61ef · outbound

This paper cites an unresolved cited work.

EmbodiedEval: Evaluate Multimodal LLMs as Embodied Agents Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:51:11.808485Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T17:51:10.647774Z digest=sha256:0940927d6607ccbf7722213cd71783cbd320ecb882fe1cff3ab8c8d764cd0176

Observation 978a109d-e686-4d0d-8965-9549529122ff · outbound

This paper cites Imagine you’re a cat on the empty bookshelf.

EmbodiedEval: Evaluate Multimodal LLMs as Embodied Agents Imagine you’re a cat on the empty bookshelf

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T17:51:11.769330Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T17:51:10.654407Z digest=sha256:ea9ad46f2df6fa1b5548ba8f7298ca66898d90fa7558061515299875f76c012d

Observation 0ee7fe3c-d50b-49c3-adf5-f3f51b4e0c7f · outbound

This paper cites an unresolved cited work.

EmbodiedEval: Evaluate Multimodal LLMs as Embodied Agents Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:51:11.746675Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T17:51:10.665625Z digest=sha256:1844a377541150758e8bf7c8aaca91311566780146ed4d53305109bf9872244c

Observation 0ecc10a6-7c31-465c-a380-45fd486b74e8 · outbound

This paper cites Jump from the edge of the sofa armrest to the ground and finally enter through the balcony door.

EmbodiedEval: Evaluate Multimodal LLMs as Embodied Agents Jump from the edge of the sofa armrest to the ground and finally enter through the balcony door

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T17:51:11.719891Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T17:51:10.671048Z digest=sha256:98a181c9d1445e75c02661b3dc31b207b887ddcf8835fbb757f763eb8c27759f

Observation 216e37b7-2054-467e-b58e-81ac0f5af370 · outbound

This paper cites Walk on the top of the sofa back to the end.

EmbodiedEval: Evaluate Multimodal LLMs as Embodied Agents Walk on the top of the sofa back to the end

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T17:51:11.703490Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T17:51:10.677035Z digest=sha256:f9c0298262499d929c83a4f6b2ef376a344b7a23c8f9688ae90aba1c438f340f

Observation 198ed685-cb42-440e-8f8a-d955dc2bccf5 · outbound

This paper cites an unresolved cited work.

EmbodiedEval: Evaluate Multimodal LLMs as Embodied Agents Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:51:11.676981Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T17:51:10.683316Z digest=sha256:5c3916debf26c557874176bd1ab470bc4e03d489b7743b910b4195de4fb8a697

Observation 0c1d861c-8bff-4022-9308-291b5f753b14 · outbound

This paper cites Climb up the toilet and jump into the bathtub.

EmbodiedEval: Evaluate Multimodal LLMs as Embodied Agents Climb up the toilet and jump into the bathtub

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T17:51:11.657028Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T17:51:10.689638Z digest=sha256:59e1d57fe5408c7b49ccdab67735658dfcb4ca45da95fd2683e2a9b68a6a7fba

Observation d666041b-ca43-4ff9-a52f-bfa224f7829e · outbound

This paper cites Jump onto the armchair and then onto the windowsill to enter the balcony.

EmbodiedEval: Evaluate Multimodal LLMs as Embodied Agents Jump onto the armchair and then onto the windowsill to enter the balcony

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T17:51:11.634419Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T17:51:10.695050Z digest=sha256:6da3455621f2d20b5d969bc0a18226779fa6dfa1c5847dd1d480587a4d16da70

Observation 7e1e9e3b-fdb5-4eab-8491-2b94fbfeffbf · outbound

This paper cites Jump onto the armchair and then onto the windowsill to enter the balcony.

EmbodiedEval: Evaluate Multimodal LLMs as Embodied Agents Jump onto the armchair and then onto the windowsill to enter the balcony

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T17:51:11.620251Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T17:51:10.701236Z digest=sha256:b7d9c817779269cb09d2ca8d1fdab0c68b8a5cbc1b4bad4e438cd6ec24d572f7

Observation 428e270d-56e3-4a24-bbd6-cb5b98ce7521 · outbound

This paper cites Jump from the dining chair to the carpet.

EmbodiedEval: Evaluate Multimodal LLMs as Embodied Agents Jump from the dining chair to the carpet

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T17:51:11.600077Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T17:51:10.706634Z digest=sha256:d4c8083550c83fcbc0ed1b8296019418ca2b3b8362080f7139562664f7d7f071

Observation 7a980d71-8104-40e6-9685-237762a1b4f4 · outbound

This paper cites an unresolved cited work.

EmbodiedEval: Evaluate Multimodal LLMs as Embodied Agents Unresolved cited work

Reference 30

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:51:11.579762Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T17:51:10.711552Z digest=sha256:c97314f07c98e59cb749821524db5b2d6fbc5352b5a5d334ec7d97d6f15c842f

Observation 257ded5d-d571-4dd2-9e64-f84bd3705eab · outbound

This paper cites an unresolved cited work.

EmbodiedEval: Evaluate Multimodal LLMs as Embodied Agents Unresolved cited work

Reference 31

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:51:11.564680Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T17:51:10.716694Z digest=sha256:735ae0294ea829cfd7e673d801e9352d23344eff8f5f05a2ca5884d2c63d935a

Observation c1b65e37-2c9b-4968-a599-90db55f025f4 · outbound

This paper cites an unresolved cited work.

EmbodiedEval: Evaluate Multimodal LLMs as Embodied Agents Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:51:11.541238Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T17:51:10.722025Z digest=sha256:9f8a16eb1639eaf98fc78d42f9c8ab4954c349b2220151d0c3eaa074f3f7ae83

Observation a64d3cec-6fe7-4aae-bd51-6bbc60c20e5d · outbound

This paper cites an unresolved cited work.

EmbodiedEval: Evaluate Multimodal LLMs as Embodied Agents Unresolved cited work

Reference 33

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:51:11.524856Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T17:51:10.736053Z digest=sha256:800715e1be47a041b54868f04862079e06224a0cfaf44ef1b27e41da07b3b8b9

Observation dc78b905-9926-41e8-9117-0e5100aaa72f · outbound

This paper cites an unresolved cited work.

EmbodiedEval: Evaluate Multimodal LLMs as Embodied Agents Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:51:11.496243Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T17:51:10.741838Z digest=sha256:4016b9ac2e94b547070919d3831443f68d18b7eac2507c660d17e6ebc957a950

Observation 6eb7871a-11db-4d45-96cd-351cadad8762 · outbound

This paper cites an unresolved cited work.

EmbodiedEval: Evaluate Multimodal LLMs as Embodied Agents Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:51:11.473409Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T17:51:10.748050Z digest=sha256:10322f73b2a0af3282a2bb720ca20f3304d8e3d42ed278509f849f65c6b5e040

Observation 459d7d59-5f6f-4c95-8b3c-89cc3dfefefa · outbound

This paper cites an unresolved cited work.

EmbodiedEval: Evaluate Multimodal LLMs as Embodied Agents Unresolved cited work

Reference 36

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:51:11.455820Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T17:51:10.752692Z digest=sha256:88b69bfb57598b7468cf1e1b21aa5243f4de60fc08546ad318a0ca87c5cb4221

Observation b2641ef9-77da-4859-804a-0239b280d3c2 · outbound

This paper cites an unresolved cited work.

EmbodiedEval: Evaluate Multimodal LLMs as Embodied Agents Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:51:11.441634Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T17:51:10.757729Z digest=sha256:f17d652815d4566737cabc605741b8c9c161744cc4aa253c973ef291e2f33709

Observation d2ca091c-0a33-4b6d-9164-67889b8f8ff7 · outbound

This paper cites Enter the dining area and see if there is more than one door in the entire house.

EmbodiedEval: Evaluate Multimodal LLMs as Embodied Agents Enter the dining area and see if there is more than one door in the entire house

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T17:51:11.428665Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T17:51:10.763274Z digest=sha256:e399532385cb4f96ae98bd0f41da13b324436b154e9770864061060436c48862

Observation 61533830-b724-48bb-8d20-a27912c17c8b · outbound

This paper cites an unresolved cited work.

EmbodiedEval: Evaluate Multimodal LLMs as Embodied Agents Unresolved cited work

Reference 39

Resolution
parse uncertain
raw_fallback, observed 2026-08-10T17:51:11.413634Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T17:51:10.772366Z digest=sha256:20faba101e376ef0054bab8c7dd1ecf6d0cddded538e58f819826aaaef60363d

Observation 445e8faa-78be-49ee-85f5-a3c06898f4f8 · outbound

This paper cites an unresolved cited work.

EmbodiedEval: Evaluate Multimodal LLMs as Embodied Agents Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:51:11.399959Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T17:51:10.781078Z digest=sha256:237d491a2728b43429bef9fe4e5d37922d80bb257b44ff1b81c70d05ad4c982b

Observation 755d77d0-9100-4675-bb2d-636bff1332a9 · outbound

This paper cites an unresolved cited work.

EmbodiedEval: Evaluate Multimodal LLMs as Embodied Agents Unresolved cited work

Reference 41

Resolution
parse uncertain
raw_fallback, observed 2026-08-10T17:51:11.383701Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T17:51:10.788106Z digest=sha256:df6d04e346e50e411eaa15f51c2c1601fbf81912844fd1bf5345ed192777718e

Observation ad7a90a8-da23-4791-9d1b-15b0974b8a30 · outbound

This paper cites an unresolved cited work.

EmbodiedEval: Evaluate Multimodal LLMs as Embodied Agents Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:51:11.368719Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T17:51:10.795733Z digest=sha256:edf30f4dcd9714b2bad2fde56556562ddc168ebc5a9655bd01dd141fd315cef5

Observation 6acb9cdf-b806-4f7d-9133-07870452f7ed · outbound

This paper cites an unresolved cited work.

EmbodiedEval: Evaluate Multimodal LLMs as Embodied Agents Unresolved cited work

Reference 43

Resolution
parse uncertain
raw_fallback, observed 2026-08-10T17:51:11.347250Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T17:51:10.802705Z digest=sha256:bab191b5019edc1fc43f590f413769ff46436260c50e3cbdb6a67e8fa58fde2e

Observation 357eb3c4-52fc-4162-b4f3-7d1174008f5b · outbound

This paper cites an unresolved cited work.

EmbodiedEval: Evaluate Multimodal LLMs as Embodied Agents Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:51:11.323002Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T17:51:10.807975Z digest=sha256:5460ff601fd193170978ce36d9d101b871d3b7bfce0c569caaf8b8a9b3e3b37c

Observation 992ebcb8-7eec-43d9-b28e-41d54422235d · outbound

This paper cites an unresolved cited work.

EmbodiedEval: Evaluate Multimodal LLMs as Embodied Agents Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:51:11.305424Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T17:51:10.813616Z digest=sha256:25c3e9b33f06853ccc84120702fb643ce66adab72e1d8bfb2bab8cdc4b179e48

Observation 2d304035-4533-4ffc-a2ff-bc2d9ceb97df · outbound

This paper cites Compare the colors of the carpet, the bedside table and the linen basket in the bedroom, and find the one that is most similar in color to the bed.

EmbodiedEval: Evaluate Multimodal LLMs as Embodied Agents Compare the colors of the carpet, the bedside table and the linen basket in the bedroom, and find the one that is most similar in color to the bed

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T17:51:11.287616Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T17:51:10.819444Z digest=sha256:59dc01f3fc083c732d7dd1f2b1ff5020601624f62e62839a4272a8c2b40379a7

Observation 0ad70b7e-ef81-4fc3-aae1-0fb516ed1d25 · outbound

This paper cites The bedside table’s color is muted and most similar to the bed.

EmbodiedEval: Evaluate Multimodal LLMs as Embodied Agents The bedside table’s color is muted and most similar to the bed

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T17:51:11.260694Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T17:51:10.826128Z digest=sha256:7fc3da25c2bec237898905499abeb35718dd1401675016fc2c7aedd2b3591271

Observation 9e029f9c-8508-46fb-a5d8-f7db4ae3d2af · outbound

This paper cites The bedside table’s color is vibrant and most similar to the bed.

EmbodiedEval: Evaluate Multimodal LLMs as Embodied Agents The bedside table’s color is vibrant and most similar to the bed

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T17:51:11.244389Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T17:51:10.833271Z digest=sha256:2c684727a390bd8a35ccf94b2aff1a89a19b0406cabde59c795121ebd88aa830

Observation 06f7cc00-177c-4a63-927f-a7ce0d9d49e2 · outbound

This paper cites The carpet’s color is muted and most similar to the bed.

EmbodiedEval: Evaluate Multimodal LLMs as Embodied Agents The carpet’s color is muted and most similar to the bed

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T17:51:11.228935Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T17:51:10.838544Z digest=sha256:3e08ffc0a0502e0e2f5489c62351a3aeffedf8ca32f105e204c9dae96c12ceee

Observation 7d8b7355-2367-4477-8aef-5a71c95670ad · outbound

This paper cites The carpet’s color is vibrant and most similar to the bed.

EmbodiedEval: Evaluate Multimodal LLMs as Embodied Agents The carpet’s color is vibrant and most similar to the bed

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T17:51:11.211764Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T17:51:10.847534Z digest=sha256:80f013d527ad3bbd5c53db0210df6c39fc5a89f94f38626e4ccdb99afda76fee

Observation deafe1ab-6ff4-4318-9338-da163b35d795 · outbound

This paper cites The basket’s color is muted and most similar to the bed.

EmbodiedEval: Evaluate Multimodal LLMs as Embodied Agents The basket’s color is muted and most similar to the bed

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T17:51:11.195958Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T17:51:10.856480Z digest=sha256:a9ce8c476ef25d11596da1a0a974171c69561c6732ba30d498b9f354932a3ab3

Observation fe24069b-a6b3-4305-a9be-25f2937294cf · outbound

This paper cites The basket’s color is vibrant and most similar to the bed.

EmbodiedEval: Evaluate Multimodal LLMs as Embodied Agents The basket’s color is vibrant and most similar to the bed

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T17:51:11.165312Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T17:51:10.864266Z digest=sha256:7e7e8c11850d658ebc480f39e8ba0efe9df15613f308c2b97cc658934b02acdd

Observation 39e9f85a-b34a-4f81-ae6d-cc83f36bce7e · outbound

This paper cites an unresolved cited work.

EmbodiedEval: Evaluate Multimodal LLMs as Embodied Agents Unresolved cited work

Reference 53

Resolution
unresolved
raw_fallback, observed 2026-08-10T17:51:11.108843Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T17:51:10.871053Z digest=sha256:09a985650710beb0afc9cfd253fce8a59ed98429f693e69dced1099febe63a47

Observation a8e12b02-1f9a-41f2-b4e2-d02fc998587e · outbound

This paper cites [Option␣Number].␣ Content.

EmbodiedEval: Evaluate Multimodal LLMs as Embodied Agents [Option␣Number].␣ Content

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T17:51:11.086100Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T17:51:10.878298Z digest=sha256:c07af969e9732db37b151fc09512ecadd7cbfe01904cd0f7ea1065a5f7519907

Observation bbed4e1e-e391-49e0-a1e6-972445575f29 · outbound

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

EmbodiedEval: Evaluate Multimodal LLMs as Embodied Agents AI2-THOR: An Interactive 3D Environment for Visual AI

Reference 373

Resolution
unresolved
no resolver link, observed 2026-08-10T17:51:10.556523Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T17:51:10.556523Z digest=sha256:029206011c36e9ab5af5c4962a021a566de7eefa99fb3e6b8fb7fda4d7c05a06

Observation bf3ac32c-c119-438e-b0ba-a479d3a31255 · outbound

This paper cites Stay on the Path: Instruction Fidelity in Vision-and-Language Navigation.

EmbodiedEval: Evaluate Multimodal LLMs as Embodied Agents Stay on the Path: Instruction Fidelity in Vision-and-Language Navigation

Reference 2019

Resolution
unresolved
no resolver link, observed 2026-08-10T17:51:10.548760Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T17:51:10.548760Z digest=sha256:3aaeaa5ed0fca7b5dee79c23ad47e9a9cb691ba0c2c01c5bafa5f9c1b7ddd2bf

Observation 727a4ba9-ebcb-49f6-afe5-68fe0715fecf · outbound

This paper cites pick up" action requires the tar- get object to be within sight and very close, the “wash.

EmbodiedEval: Evaluate Multimodal LLMs as Embodied Agents pick up" action requires the tar- get object to be within sight and very close, the “wash

Reference 2021

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T17:51:12.030991Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T17:51:10.593469Z digest=sha256:36fc8b391befc171daed027f41dad5a49ec87327bf6f30328ed5164dfbb4e99f

Observation 1cc28fdd-bff9-412f-9597-214dbd01ae59 · outbound

This paper cites PaLM-E: An Embodied Multimodal Language Model.

EmbodiedEval: Evaluate Multimodal LLMs as Embodied Agents PaLM-E: An Embodied Multimodal Language Model

Reference 2023

Resolution
unresolved
no resolver link, observed 2026-08-10T17:51:10.536433Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T17:51:10.536433Z digest=sha256:fe26b29e0eacfc834f5d3a159c4974c0af960f8fd6cabf28edcf0eb9f0358432

Observation a999e3d3-57cd-4a2b-a1f3-655368757690 · outbound

This paper cites Explore until Confident: Efficient Exploration for Embodied Question Answering.

EmbodiedEval: Evaluate Multimodal LLMs as Embodied Agents Explore until Confident: Efficient Exploration for Embodied Question Answering

Reference 2024

Resolution
unresolved
no resolver link, observed 2026-08-10T17:51:10.571576Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T17:51:10.571576Z digest=sha256:e78230b6cb14686428974f84fe2c9c3b981978a4bd457803947f6af6455e85cb

Pith citing papers

Observation 68090646-e963-4644-ba35-4303bdae37c2 · inbound

From LLM Reasoning to Autonomous AI Agents: A Comprehensive Review cites this paper.

From LLM Reasoning to Autonomous AI Agents: A Comprehensive Review EmbodiedEval: Evaluate Multimodal LLMs as Embodied Agents

Reference 108

Resolution
verified exact
arxiv_id, observed 2026-05-15T02:57:38.429736Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-15T02:57:37.873567Z digest=sha256:4539180b734c5994ca20b8ced1337537cecc3caf7b19a8762fc481105fd7ed4d

Observation 91d461a9-d926-4de3-9adf-cd58371a0fab · inbound

Perception, Reason, Think, and Plan: A Survey on Large Multimodal Reasoning Models cites this paper.

Perception, Reason, Think, and Plan: A Survey on Large Multimodal Reasoning Models EmbodiedEval: Evaluate Multimodal LLMs as Embodied Agents

Reference 74

Resolution
unresolved
no resolver link, observed 2026-08-15T23:21:12.195994Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T23:21:12.195994Z digest=sha256:950a142d29cfc4e6c81a558c1696c3935e5996bb5d709a4dd905c365e9eb1bed

Observation e86d1d60-1a7d-4b51-9406-4d46ec51c4cd · inbound

Benchmarking LLMs in an Embodied Environment for Blue Team Threat Hunting cites this paper.

Benchmarking LLMs in an Embodied Environment for Blue Team Threat Hunting EmbodiedEval: Evaluate Multimodal LLMs as Embodied Agents

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-15T20:50:07.972926Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:50:07.972926Z digest=sha256:4a8a1a0ee4b68d2990f45fae80408828019f094b9fb5c6b4e494d3c7e595d65f

Observation 19189071-c053-470b-8c64-f823e3ed0860 · inbound

ManiTaskGen: A Comprehensive Task Generator for Benchmarking and Improving Vision-Language Agents on Embodied Decision-Making cites this paper.

ManiTaskGen: A Comprehensive Task Generator for Benchmarking and Improving Vision-Language Agents on Embodied Decision-Making EmbodiedEval: Evaluate Multimodal LLMs as Embodied Agents

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-07T13:53:56.823209Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:53:56.823209Z digest=sha256:bf040bacfb4435193c14cb2271c54d9b934bc08af81a5f900f53cdcfbca5a0ef

Observation 8b7d6512-f21c-434b-a8e0-1e0f7890470d · inbound

Benchmarking LLM-Assisted Blue Teaming via Standardized Threat Hunting cites this paper.

Benchmarking LLM-Assisted Blue Teaming via Standardized Threat Hunting EmbodiedEval: Evaluate Multimodal LLMs as Embodied Agents

Reference 2013

Resolution
unresolved
no resolver link, observed 2026-08-04T14:42:56.148795Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T14:42:56.148795Z digest=sha256:5dec93c046ff905e7f9b8bd6d88377cdbdc6d4bd7e0df2d17f2260a74ea3190c

Observation da282c5d-c3c2-455b-b77a-f42e637e0ae8 · inbound

Beyond Description: Cognitively Benchmarking Fine-Grained Action for Embodied Agents cites this paper.

Beyond Description: Cognitively Benchmarking Fine-Grained Action for Embodied Agents EmbodiedEval: Evaluate Multimodal LLMs as Embodied Agents

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-03T20:42:53.353480Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T20:42:53.353480Z digest=sha256:d0a3dc956f4ca7043df72c3fc672282dd8cd415b6ffe048dc22b2bf5705e46c5

Observation 90256d3e-1d31-42d6-ba2f-99dc485fc10a · inbound

Unified Embodied VLM Reasoning with Robotic Action via Autoregressive Discretized Pre-training cites this paper.

Unified Embodied VLM Reasoning with Robotic Action via Autoregressive Discretized Pre-training EmbodiedEval: Evaluate Multimodal LLMs as Embodied Agents

Reference 53

Resolution
unresolved
no resolver link, observed 2026-08-03T13:29:52.850495Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T13:29:52.850495Z digest=sha256:ecf112ba53521951b21ce8869534402e95c77fbec13594e94320c8aa68e31026

Observation 13637143-bc52-4438-9363-14becb285f5a · inbound

ST-BiBench: Benchmarking Multi-Stream Multimodal Coordination in Bimanual Embodied Tasks for MLLMs cites this paper.

ST-BiBench: Benchmarking Multi-Stream Multimodal Coordination in Bimanual Embodied Tasks for MLLMs EmbodiedEval: Evaluate Multimodal LLMs as Embodied Agents

Reference 31

Resolution
verified exact
arxiv_id, observed 2026-05-16T06:00:40.491132Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-16T06:00:02.043029Z digest=sha256:f187b69028c22d586162940c8ab37ce46f182ded7e971966e1f5c7a9002a974c

Observation fdce8250-ad50-4153-8923-823f3152cbf8 · inbound

DeepImageSearch: Benchmarking Multimodal Agents for Context-Aware Image Retrieval in Visual Histories cites this paper.

DeepImageSearch: Benchmarking Multimodal Agents for Context-Aware Image Retrieval in Visual Histories EmbodiedEval: Evaluate Multimodal LLMs as Embodied Agents

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-03T01:02:32.859526Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-03T01:02:32.859526Z digest=sha256:d966e803aabfba6f578efc4989c0f156eb1bc77dd75e63a9d1592e37dcdd6deb

Observation 2f62933b-8799-421a-b14b-3b9db7eaa32c · inbound

RoboAgent: Chaining Basic Capabilities for Embodied Task Planning cites this paper.

RoboAgent: Chaining Basic Capabilities for Embodied Task Planning EmbodiedEval: Evaluate Multimodal LLMs as Embodied Agents

Reference 15

Resolution
verified exact
arxiv_id, observed 2026-05-11T05:15:57.017245Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-10T18:15:08.727921Z digest=sha256:38461ada5be18d9ddda0ec5a856466778364b78a77a60812ed6e65c4b57d2379

Observation 388f7469-35bc-45a7-a051-1dd64227fa35 · inbound

ESCAPE: Episodic Spatial Memory and Adaptive Execution Policy for Long-Horizon Mobile Manipulation cites this paper.

ESCAPE: Episodic Spatial Memory and Adaptive Execution Policy for Long-Horizon Mobile Manipulation EmbodiedEval: Evaluate Multimodal LLMs as Embodied Agents

Reference 6

Resolution
metadata mismatch
arxiv_id, observed 2026-05-10T13:10:26.310069Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-10T13:09:32.132811Z digest=sha256:83bd23877453bc9c825fdd859c945d434ac0f7fb33cef13e3a3dadee9e5e5202

Observation b2d0b7e8-0728-4d47-ab7e-ed7da9cde4fd · inbound

MirrorBench: Evaluating Self-centric Intelligence in MLLMs by Introducing a Mirror cites this paper.

MirrorBench: Evaluating Self-centric Intelligence in MLLMs by Introducing a Mirror EmbodiedEval: Evaluate Multimodal LLMs as Embodied Agents

Reference 6

Resolution
verified exact
arxiv_id, observed 2026-05-10T10:55:03.980749Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-10T10:53:48.374637Z digest=sha256:a25be39e8845cfc7bc5c86ee534912818af6680dfb4d54f98f73a66b7ece3f90

Observation f83d05e5-5694-4e22-8abf-5854c1cf3237 · inbound

Breaking the Secret: Economic Interventions for Combating Collusion in Embodied Multi-Agent Systems cites this paper.

Breaking the Secret: Economic Interventions for Combating Collusion in Embodied Multi-Agent Systems EmbodiedEval: Evaluate Multimodal LLMs as Embodied Agents

Reference 6

Resolution
verified exact
arxiv_id, observed 2026-05-11T21:16:16.795898Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-08T06:13:17.633146Z digest=sha256:e65a14cc677cff3a68addde1836b56b6943c09c8d68b89988c83365fadf7e1fe

Observation dc998bc8-fcc9-4559-9657-1d3d8b5460bb · inbound

Done, But Not Sure: Disentangling World Completion from Self-Termination in Embodied Agents cites this paper.

Done, But Not Sure: Disentangling World Completion from Self-Termination in Embodied Agents EmbodiedEval: Evaluate Multimodal LLMs as Embodied Agents

Reference 9

Resolution
verified exact
arxiv_id, observed 2026-05-12T08:01:29.145656Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-12T01:23:37.488121Z digest=sha256:781096bbcc97c32bdc6ec1b726ef3a4b1f5f76e7242dc53736fd3de6b2a627bb

Observation 33bb212e-c793-4683-a422-180639b260a9 · inbound

Done, But Not Sure: Disentangling World Completion from Self-Termination in Embodied Agents cites this paper.

Done, But Not Sure: Disentangling World Completion from Self-Termination in Embodied Agents EmbodiedEval: Evaluate Multimodal LLMs as Embodied Agents

Reference 9

Resolution
verified exact
arxiv_id, observed 2026-05-13T01:07:00.445056Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-13T01:03:30.995808Z digest=sha256:a73a3a06da3f4ba5e04cb9e06beab6189303bf5894446d3b239c056f3b6fac3a

Observation 517ac0eb-c664-403a-8529-abc06c7bcb23 · inbound

Done, But Not Sure: Disentangling World Completion from Self-Termination in Embodied Agents cites this paper.

Done, But Not Sure: Disentangling World Completion from Self-Termination in Embodied Agents EmbodiedEval: Evaluate Multimodal LLMs as Embodied Agents

Reference 9

Resolution
verified exact
arxiv_id, observed 2026-05-15T06:29:49.819712Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-15T06:25:15.510083Z digest=sha256:c4ca067b604f80675567a55eea74c1627c2d6e398df3dbddc0c976ec8a715643

Observation 38244576-1541-469b-8da7-5704ece71b13 · inbound

ESI-Bench: Towards Embodied Spatial Intelligence that Closes the Perception-Action Loop cites this paper.

ESI-Bench: Towards Embodied Spatial Intelligence that Closes the Perception-Action Loop EmbodiedEval: Evaluate Multimodal LLMs as Embodied Agents

Reference 3

Resolution
metadata mismatch
arxiv_id, observed 2026-05-20T10:53:13.219228Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-20T10:52:22.778489Z digest=sha256:75ff7f0120c5dd653658e4917b5f03dbe3a6ed6fa806975ad823f082e9491b5f

Observation 324a0c64-dd7e-445c-bf57-38a614a91319 · inbound

ESI-Bench: Towards Embodied Spatial Intelligence that Closes the Perception-Action Loop cites this paper.

ESI-Bench: Towards Embodied Spatial Intelligence that Closes the Perception-Action Loop EmbodiedEval: Evaluate Multimodal LLMs as Embodied Agents

Reference 3

Resolution
metadata mismatch
arxiv_id, observed 2026-07-01T15:05:47.177627Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-06-30T18:25:17.831116Z digest=sha256:d6aac31a9853ebc1a5e92db53c6878842ae3ce072ee373c198d59e6ddd54b601

Observation 394b8485-04cd-47da-878f-2004801b393e · inbound

Artifact-Bench: Evaluating MLLMs on Detecting and Assessing the Artifacts of AI-Generated Videos cites this paper.

Artifact-Bench: Evaluating MLLMs on Detecting and Assessing the Artifacts of AI-Generated Videos EmbodiedEval: Evaluate Multimodal LLMs as Embodied Agents

Reference 6

Resolution
verified exact
arxiv_id, observed 2026-05-20T10:28:12.023952Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-20T10:26:30.661042Z digest=sha256:cd673f4ac7793c1f5135a967d924db95ab92e12c532ffc7d613b62bba6164162

Observation e3188389-ed05-4e30-9ad2-439ac55b4e17 · inbound

IntentionNav: A Benchmark for Intent-Driven Object Navigation from Implicit Human Instruction cites this paper.

IntentionNav: A Benchmark for Intent-Driven Object Navigation from Implicit Human Instruction EmbodiedEval: Evaluate Multimodal LLMs as Embodied Agents

Reference 9

Resolution
verified exact
arxiv_id, observed 2026-05-25T05:05:22.364600Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-25T05:04:39.348534Z digest=sha256:1301d2b35aca17db760952c6f736083a5a31322632b129459190f0f86653dd28

Observation 4cc676b1-2f72-46a1-9140-b6a3be5cac7e · inbound

SpatialWorld: Benchmarking Interactive Spatial Reasoning of Multimodal Agents in Real-World Tasks cites this paper.

SpatialWorld: Benchmarking Interactive Spatial Reasoning of Multimodal Agents in Real-World Tasks EmbodiedEval: Evaluate Multimodal LLMs as Embodied Agents

Reference 12

Resolution
verified exact
arxiv_id, observed 2026-07-03T01:27:30.581129Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-06-27T16:35:14.099586Z digest=sha256:53e667c2e148ad7aecf9583f3ccc18f78fb00ffa393fe2ba3c8ad8d69e85e646

Observation 266d5c4d-8a9e-4ab6-8c3c-5cdc71a9456e · inbound

A Practical Recipe Towards Improving Sim-and-Real Correlation for VLA Evaluation cites this paper.

A Practical Recipe Towards Improving Sim-and-Real Correlation for VLA Evaluation EmbodiedEval: Evaluate Multimodal LLMs as Embodied Agents

Reference 34

Resolution
verified exact
arxiv_id, observed 2026-07-03T05:47:41.102639Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-06-27T13:06:35.282837Z digest=sha256:81015b90c30155439768483ba878c4f70240e7bcea21d6581c13442449b164c9

Observation 669ad96f-b1bf-4618-b052-6fc112548da0 · inbound

Intelligent Automation for Embodied Benchmark Construction: Pipelines, Embodiments, Simulators, and Trends cites this paper.

Intelligent Automation for Embodied Benchmark Construction: Pipelines, Embodiments, Simulators, and Trends EmbodiedEval: Evaluate Multimodal LLMs as Embodied Agents

Reference 42

Resolution
metadata mismatch
arxiv_id, observed 2026-07-03T11:58:05.935537Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-06-27T09:17:50.473747Z digest=sha256:4eb909a0d40014b0f60373eca1bb7e552c24bd2f9575cfcdf7f1aaa84d4828c9

Observation 1d6f3c31-61af-4bd1-b0dd-d73ac9868442 · inbound

AgentOdyssey: Open-Ended Long-Horizon Text Game Generation for Test-Time Continual Learning Agents cites this paper.

AgentOdyssey: Open-Ended Long-Horizon Text Game Generation for Test-Time Continual Learning Agents EmbodiedEval: Evaluate Multimodal LLMs as Embodied Agents

Reference 9

Resolution
verified exact
arxiv_id, observed 2026-07-01T19:46:11.471278Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-06-28T21:59:25.449570Z digest=sha256:d62f8e27516161e021a642968bd6251554cd32c537c699d196ff0b58c0832769