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Paper Citation Record · LEDGER

HandEdit: A Unified Benchmark for Egocentric Human-to-Robot Dexterous Hand Image Editing

As of 17 August 2026, this Paper Citation Record lists 89 of 89 outbound references and 0 inbound Pith citation observations for arXiv:2608.12122.

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

pith.paper-citation-record.v1
2608.12122 v1

Coverage vector

measured 89 of 89 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T00:18:23.450498Z

measured 89 of 89 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 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

89 of 89 outbound references displayed

  • verified exact1
  • verified fuzzy31
  • unresolved57
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 4e3ee6c4-ff78-4cf6-adcc-18c444db3551 · outbound

This paper cites RT-1: Robotics Transformer for Real-World Control at Scale.

HandEdit: A Unified Benchmark for Egocentric Human-to-Robot Dexterous Hand Image Editing RT-1: Robotics Transformer for Real-World Control at Scale

Reference 1

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T00:18:22.144741Z digest=sha256:b46bd010973ac59361e7991dbc56880ba308db82930fc4f72a1366cd99cc0e88

Observation c074485c-ff06-4125-99b3-e66acbebfb2c · outbound

This paper cites Open X-Embodiment: Robotic Learning Datasets and RT-X Models.

HandEdit: A Unified Benchmark for Egocentric Human-to-Robot Dexterous Hand Image Editing Open X-Embodiment: Robotic Learning Datasets and RT-X Models

Reference 2

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-16T00:18:22.174835Z digest=sha256:01de6260f68db830de9b9831bc91aedd2133a999dfb2f57b4d3bdb130518a723

Observation fcb49542-a961-42de-8cc4-eae263dc7054 · outbound

This paper cites an unresolved cited work.

HandEdit: A Unified Benchmark for Egocentric Human-to-Robot Dexterous Hand Image Editing Unresolved cited work

Reference 3

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T00:18:22.182580Z digest=sha256:b5d78605a375e705b60574f372c5269b7ddfb63ab6a96d95263538dd002ee367

Observation 221eea26-0060-4547-98d1-0df4170f38a0 · outbound

This paper cites AgiBot World Colosseo: A Large-scale Manipulation Platform for Scalable and Intelligent Embodied Systems.

HandEdit: A Unified Benchmark for Egocentric Human-to-Robot Dexterous Hand Image Editing AgiBot World Colosseo: A Large-scale Manipulation Platform for Scalable and Intelligent Embodied Systems

Reference 4

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no resolver link, observed 2026-08-16T00:18:22.188588Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T00:18:22.188588Z digest=sha256:d1a29f3c79cfa6094e2484aa19887cb867a05cbebb9fba5428fb26168ddb60a5

Observation ee5b6794-346d-4ad2-9ff0-65c7ac01c50c · outbound

This paper cites Bridgedata v2: A dataset for robot learning at scale.

HandEdit: A Unified Benchmark for Egocentric Human-to-Robot Dexterous Hand Image Editing Bridgedata v2: A dataset for robot learning at scale

Reference 5

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T00:18:22.198250Z digest=sha256:57a3f2607ce8ada750bbebe451628d9c95623fb022b03fea7e9f8b3bfe1f219a

Observation bfafd212-61b7-434d-a95c-22fd90f0f6ef · outbound

This paper cites RoboMIND: Benchmark on Multi-embodiment Intelligence Normative Data for Robot Manipulation.

HandEdit: A Unified Benchmark for Egocentric Human-to-Robot Dexterous Hand Image Editing RoboMIND: Benchmark on Multi-embodiment Intelligence Normative Data for Robot Manipulation

Reference 6

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no resolver link, observed 2026-08-16T00:18:22.207306Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T00:18:22.207306Z digest=sha256:22b52674a89af8f10318db78e1e08af90e7b227aed99bdbba9f76eef0f7b151f

Observation 72f3a7f9-cee5-4298-a568-e71f68c26c21 · outbound

This paper cites Zhao, and Chelsea Finn.

HandEdit: A Unified Benchmark for Egocentric Human-to-Robot Dexterous Hand Image Editing Zhao, and Chelsea Finn

Reference 7

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no resolver link, observed 2026-08-16T00:18:22.214072Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T00:18:22.214072Z digest=sha256:d11e9200f37542be7a4a7369acda04d8046f06b1d87582abc28552efe7554129

Observation 721004ac-57c6-4ae1-a04f-ab3ac2eb18fb · outbound

This paper cites Fastumi: A scalable and hardware-independent universal manipulation interface with dataset.

HandEdit: A Unified Benchmark for Egocentric Human-to-Robot Dexterous Hand Image Editing Fastumi: A scalable and hardware-independent universal manipulation interface with dataset

Reference 8

Resolution
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no resolver link, observed 2026-08-16T00:18:22.220448Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T00:18:22.220448Z digest=sha256:ed293badadea4bd0248196fb5ddb348284807dbe9d917eb9e45b3ece4bf2f25a

Observation 0cf68fcf-dbb5-4b53-bc5a-db342bd83de8 · outbound

This paper cites FastUMI-100K: Advancing Data-driven Robotic Manipulation with a Large-scale UMI-style Dataset.arXiv preprint arXiv:2510.08022, 2025.

HandEdit: A Unified Benchmark for Egocentric Human-to-Robot Dexterous Hand Image Editing FastUMI-100K: Advancing Data-driven Robotic Manipulation with a Large-scale UMI-style Dataset.arXiv preprint arXiv:2510.08022, 2025

Reference 9

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no resolver link, observed 2026-08-16T00:18:22.225959Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T00:18:22.225959Z digest=sha256:1ea19e1bcc81fc5683b7100b3a1926dd238833acda53e8789d50930d53570c1d

Observation 853478a3-4b38-4786-86e2-8c9eae01e694 · outbound

This paper cites Universal Manipulation Interface: In-The-Wild Robot Teaching Without In-The-Wild Robots.

HandEdit: A Unified Benchmark for Egocentric Human-to-Robot Dexterous Hand Image Editing Universal Manipulation Interface: In-The-Wild Robot Teaching Without In-The-Wild Robots

Reference 10

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no resolver link, observed 2026-08-16T00:18:22.257622Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T00:18:22.257622Z digest=sha256:be1c651e391fe72682cab79ce94937e7d33b033dd2f6f05d398efa874c0a467a

Observation 8f6323d9-d3a7-4953-9b27-6834add1d370 · outbound

This paper cites exumi: Extensible robot teaching system with action-aware task-agnostic tactile representation.arXiv preprint arXiv:2509.14688, 2025.

HandEdit: A Unified Benchmark for Egocentric Human-to-Robot Dexterous Hand Image Editing exumi: Extensible robot teaching system with action-aware task-agnostic tactile representation.arXiv preprint arXiv:2509.14688, 2025

Reference 11

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no resolver link, observed 2026-08-16T00:18:22.296506Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T00:18:22.296506Z digest=sha256:af7aeca2272da28b46e33c33e90233d908bfa411f1a62d202880df28a3f5886e

Observation 1992765d-ff62-4d66-ac52-308489a2ab97 · outbound

This paper cites UMI on legs: Making manipulation policies mobile with manipulation-centric whole-body controllers.

HandEdit: A Unified Benchmark for Egocentric Human-to-Robot Dexterous Hand Image Editing UMI on legs: Making manipulation policies mobile with manipulation-centric whole-body controllers

Reference 12

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no resolver link, observed 2026-08-16T00:18:22.353350Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T00:18:22.353350Z digest=sha256:c228d4c901eb33e9d6278ea3108a2cd5c2507ca45b781c400430c2888f187eb2

Observation 70a8c18f-d229-4bf5-8cbc-acb9ded78537 · outbound

This paper cites DexUMI: Using Human Hand as the Universal Manipulation Interface for Dexterous Manipulation.

HandEdit: A Unified Benchmark for Egocentric Human-to-Robot Dexterous Hand Image Editing DexUMI: Using Human Hand as the Universal Manipulation Interface for Dexterous Manipulation

Reference 13

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no resolver link, observed 2026-08-16T00:18:22.358811Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T00:18:22.358811Z digest=sha256:a8ee0f22b6d08547f861c99b072552444dfeb736fc735da754b6f5193ae541ab

Observation 132ca121-b05f-4ae6-992a-ccfd3f054c36 · outbound

This paper cites Ego4D: Around the world in 3,000 hours of egocentric video.

HandEdit: A Unified Benchmark for Egocentric Human-to-Robot Dexterous Hand Image Editing Ego4D: Around the world in 3,000 hours of egocentric video

Reference 14

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no resolver link, observed 2026-08-16T00:18:22.363344Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T00:18:22.363344Z digest=sha256:2d9f84e87ec2d1981fcf17721d90dfe4374ae350464cc701a72f9d78cf5bc159

Observation ad5b832d-9ae9-4a98-847d-dddba497b2a2 · outbound

This paper cites EgoDex: Learning Dexterous Manipulation from Large-Scale Egocentric Video.

HandEdit: A Unified Benchmark for Egocentric Human-to-Robot Dexterous Hand Image Editing EgoDex: Learning Dexterous Manipulation from Large-Scale Egocentric Video

Reference 15

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no resolver link, observed 2026-08-16T00:18:22.368087Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T00:18:22.368087Z digest=sha256:dc2973d5e6ecf670aa008abd137d7daeb19cf0f55984b04882ffdd4b693ba643

Observation a3e31864-2fd4-4272-a35a-63fdf0914b93 · outbound

This paper cites HOI4D: A 4d egocentric dataset for category-level human-object interaction.

HandEdit: A Unified Benchmark for Egocentric Human-to-Robot Dexterous Hand Image Editing HOI4D: A 4d egocentric dataset for category-level human-object interaction

Reference 16

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no resolver link, observed 2026-08-16T00:18:22.374856Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T00:18:22.374856Z digest=sha256:56ab8fb62fcf4436b4d69a166897bfb6e95bc0f1a5025c2075d31cefc70c75be

Observation f3997ac5-2391-476c-95cd-4989259f88c5 · outbound

This paper cites HOT3D: Hand and object tracking in 3d from egocentric multi-view videos.

HandEdit: A Unified Benchmark for Egocentric Human-to-Robot Dexterous Hand Image Editing HOT3D: Hand and object tracking in 3d from egocentric multi-view videos

Reference 17

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verified fuzzy
raw_fallback, observed 2026-08-16T00:18:26.575790Z

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=2026-08-16T00:18:22.380081Z digest=sha256:fba38e29fd668620fb5812ea7bb31a8edc4207f7dcd6d5af228e0aeb408ab771

Observation ce063dde-d577-424a-922c-d3df8b04cdaa · outbound

This paper cites OpenEgo: A Large-Scale Multimodal Egocentric Dataset for Dexterous Manipulation.

HandEdit: A Unified Benchmark for Egocentric Human-to-Robot Dexterous Hand Image Editing OpenEgo: A Large-Scale Multimodal Egocentric Dataset for Dexterous Manipulation

Reference 18

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T00:18:22.383922Z digest=sha256:dc7acd0ac495fdcddd349d507e5b4b7fad133464aa7c61e3007d2bc3b5e58813

Observation 0edf9978-fe84-464a-8a40-daabcf9ec781 · outbound

This paper cites EgoVerse: An Egocentric Human Dataset for Robot Learning from Around the World.

HandEdit: A Unified Benchmark for Egocentric Human-to-Robot Dexterous Hand Image Editing EgoVerse: An Egocentric Human Dataset for Robot Learning from Around the World

Reference 19

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-16T00:18:22.388640Z digest=sha256:f97c259ec317218885a5d36ef8ebc66e8e7dc48d03a21ceec3a99234c8066922

Observation 102e8b69-76d0-4ef9-94ba-27fe2f49dc36 · outbound

This paper cites Egolife: Towards egocentric life assistant.

HandEdit: A Unified Benchmark for Egocentric Human-to-Robot Dexterous Hand Image Editing Egolife: Towards egocentric life assistant

Reference 20

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source=pdf_text observed=2026-08-16T00:18:22.393714Z digest=sha256:c8ea2ac090a20b5354825cc33ed3ea655dfddd26b98f9e58843bb723d4597422

Observation 0ee6c019-260e-484b-bcea-66125a5865b0 · outbound

This paper cites EgoMimic: Scaling Imitation Learning via Egocentric Video.

HandEdit: A Unified Benchmark for Egocentric Human-to-Robot Dexterous Hand Image Editing EgoMimic: Scaling Imitation Learning via Egocentric Video

Reference 22

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source=pdf_text observed=2026-08-16T00:18:22.489028Z digest=sha256:c6cb8ebaa103000e0ece7d9c59aa004e49dda3206200908129451afe7becfcec

Observation 5115df83-6bd5-44f6-a8a8-b7280b228dfa · outbound

This paper cites EgoZero: Robot Learning from Smart Glasses.

HandEdit: A Unified Benchmark for Egocentric Human-to-Robot Dexterous Hand Image Editing EgoZero: Robot Learning from Smart Glasses

Reference 23

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T00:18:22.605450Z digest=sha256:097d612318e5444d719f9a07d43b75ff25d6078af8ddc9aa087ae291790d61a6

Observation acf523ee-5d6f-4307-86b7-35f209ae3e92 · outbound

This paper cites OKAMI: Teaching humanoid robots manipulation skills through single video imitation.

HandEdit: A Unified Benchmark for Egocentric Human-to-Robot Dexterous Hand Image Editing OKAMI: Teaching humanoid robots manipulation skills through single video imitation

Reference 24

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verified fuzzy
raw_fallback, observed 2026-08-16T00:18:26.553724Z

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=2026-08-16T00:18:22.681131Z digest=sha256:69f0b9747802a3b753155192132c2e7be774525b545c4500466665348364297b

Observation 2287986e-e658-43ee-824e-20bfee741bd6 · outbound

This paper cites EgoScale: Scaling Dexterous Manipulation with Diverse Egocentric Human Data.arXiv preprint arXiv:2602.16710, 2026.

HandEdit: A Unified Benchmark for Egocentric Human-to-Robot Dexterous Hand Image Editing EgoScale: Scaling Dexterous Manipulation with Diverse Egocentric Human Data.arXiv preprint arXiv:2602.16710, 2026

Reference 25

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T00:18:22.684906Z digest=sha256:1728a0758a13fb56b7a8805fbcd951f7e4cffb7e97526436b5381faba8f5fbbb

Observation 4feb0925-0aae-433a-b7e2-da82d0faa689 · outbound

This paper cites H2R: A human-to-robot data augmentation for robot pre-training from videos.arXiv preprint arXiv:2505.11920, 2025.

HandEdit: A Unified Benchmark for Egocentric Human-to-Robot Dexterous Hand Image Editing H2R: A human-to-robot data augmentation for robot pre-training from videos.arXiv preprint arXiv:2505.11920, 2025

Reference 26

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no resolver link, observed 2026-08-16T00:18:22.690702Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T00:18:22.690702Z digest=sha256:1b939ae0d60bcc319fa8fc6f5186dff8bfb00d4ea52b985a7cea063fba0a77cc

Observation f9f32c02-e9f1-4f66-8f66-d4bbe8530d71 · outbound

This paper cites Rwor: Generating robot demonstrations from human hand collection for policy learning without robot.

HandEdit: A Unified Benchmark for Egocentric Human-to-Robot Dexterous Hand Image Editing Rwor: Generating robot demonstrations from human hand collection for policy learning without robot

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T00:18:26.531444Z

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=2026-08-16T00:18:22.694897Z digest=sha256:3a8773e2e71534f7d6bb1f7cac536299c867bb474156951f5f9a4e711b1365d1

Observation ec953710-ae0d-4790-bfa9-32afcd7c4d7b · outbound

This paper cites Phantom: Training Robots Without Robots Using Only Human Videos.

HandEdit: A Unified Benchmark for Egocentric Human-to-Robot Dexterous Hand Image Editing Phantom: Training Robots Without Robots Using Only Human Videos

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T00:18:26.487825Z

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=2026-08-16T00:18:22.698905Z digest=sha256:b1fada1f751af1e3952a956014d4a4f205109f7626533d87f68dbfccb987b94f

Observation fe5d5fae-02e7-4585-baa3-37b5dfeeebdb · outbound

This paper cites Masquerade: Learning from In-the-wild Human Videos using Data-Editing.

HandEdit: A Unified Benchmark for Egocentric Human-to-Robot Dexterous Hand Image Editing Masquerade: Learning from In-the-wild Human Videos using Data-Editing

Reference 29

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no resolver link, observed 2026-08-16T00:18:22.702325Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T00:18:22.702325Z digest=sha256:9167750f9959f09599a30b08a8b4b9cdf924d36e208e3556ca632fbeabbc9938

Observation 7f885aa0-1c37-456e-8a31-616982593783 · outbound

This paper cites SHADOW: Leveraging segmentation masks for cross-embodiment policy transfer.

HandEdit: A Unified Benchmark for Egocentric Human-to-Robot Dexterous Hand Image Editing SHADOW: Leveraging segmentation masks for cross-embodiment policy transfer

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T00:18:26.468489Z

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=2026-08-16T00:18:22.706295Z digest=sha256:91c94022f54d7d2dc7ab4192b5ad7be434a6521596e4fd5ad108f073c7b433d3

Observation acc62e07-5266-4478-8773-363d3a852751 · outbound

This paper cites H2R-grounder: A paired-data-free paradigm for translating human interaction videos into physically grounded robot videos.arXiv preprint arXiv:2512.09406, 2025.

HandEdit: A Unified Benchmark for Egocentric Human-to-Robot Dexterous Hand Image Editing H2R-grounder: A paired-data-free paradigm for translating human interaction videos into physically grounded robot videos.arXiv preprint arXiv:2512.09406, 2025

Reference 31

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no resolver link, observed 2026-08-16T00:18:22.710580Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T00:18:22.710580Z digest=sha256:94666aa32777b9ed1bce815de935fb150d5862050ebf3251c22ca0ac9e960f52

Observation f0161b2d-9297-4298-85c5-9e4641801e41 · outbound

This paper cites Mitty: Diffusion-based Human-to-Robot Video Generation.arXiv preprint arXiv:2512.17253, 2025.

HandEdit: A Unified Benchmark for Egocentric Human-to-Robot Dexterous Hand Image Editing Mitty: Diffusion-based Human-to-Robot Video Generation.arXiv preprint arXiv:2512.17253, 2025

Reference 32

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no resolver link, observed 2026-08-16T00:18:22.718875Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T00:18:22.718875Z digest=sha256:bda03ddb3faf6c4973029444c0fc2a3eda0d4f77330fb77f07f4d173d5aa1124

Observation 83053a96-7141-40e1-a32a-43ae3f535c25 · outbound

This paper cites MimicDreamer: Aligning Human and Robot Demonstrations for Scalable VLA Training.

HandEdit: A Unified Benchmark for Egocentric Human-to-Robot Dexterous Hand Image Editing MimicDreamer: Aligning Human and Robot Demonstrations for Scalable VLA Training

Reference 33

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no resolver link, observed 2026-08-16T00:18:22.722894Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T00:18:22.722894Z digest=sha256:876f187b1e2dc0566c7a5c2a5027a5854c63d7593a85ac4136e31c6ceb0535e4

Observation 972da011-7eee-43d5-b9d0-5563dea2bb13 · outbound

This paper cites Black, and Otmar Hilliges.

HandEdit: A Unified Benchmark for Egocentric Human-to-Robot Dexterous Hand Image Editing Black, and Otmar Hilliges

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T00:18:26.448189Z

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=2026-08-16T00:18:22.727590Z digest=sha256:388e534f80ba4b863b5e1a5c00a31ff40a5f9cfa13d371631cc5a443cffdd455

Observation 8509d4ee-4a77-4f3c-b3e7-62a1331ee4ef · outbound

This paper cites OAKINK2: A dataset of bimanual hands-object manipulation in complex task completion.

HandEdit: A Unified Benchmark for Egocentric Human-to-Robot Dexterous Hand Image Editing OAKINK2: A dataset of bimanual hands-object manipulation in complex task completion

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T00:18:26.360932Z

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=2026-08-16T00:18:22.732221Z digest=sha256:8523995b055420b2ef5572dd119b6db77723dcf87e636d975d1e5a485d83754a

Observation 9a651292-0ab6-4b9e-a38a-bf5a9edcbaac · outbound

This paper cites HO-Cap: A capture system and dataset for 3d reconstruction and pose tracking of hand-object interaction.

HandEdit: A Unified Benchmark for Egocentric Human-to-Robot Dexterous Hand Image Editing HO-Cap: A capture system and dataset for 3d reconstruction and pose tracking of hand-object interaction

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T00:18:26.280567Z

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=2026-08-16T00:18:22.738340Z digest=sha256:af0d29627f7b49d29a5e84092e3175941110fe49826ad9cbe97d84721773416e

Observation e4cf0c78-3128-45a3-bcbe-3023fe2be062 · outbound

This paper cites Imagen editor and editbench: Advancing and evaluating text-guided image inpainting.

HandEdit: A Unified Benchmark for Egocentric Human-to-Robot Dexterous Hand Image Editing Imagen editor and editbench: Advancing and evaluating text-guided image inpainting

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T00:18:26.260685Z

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=2026-08-16T00:18:22.744948Z digest=sha256:a113c4588d069c06ea1fa363e4f41ce5e681bd4b1ace1aab669b40010c16c302

Observation 54856508-22a1-4832-a31f-8a5b6f5644a9 · outbound

This paper cites an unresolved cited work.

HandEdit: A Unified Benchmark for Egocentric Human-to-Robot Dexterous Hand Image Editing Unresolved cited work

Reference 38

Resolution
unresolved
raw_fallback, observed 2026-08-16T00:18:26.242250Z

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=2026-08-16T00:18:22.844658Z digest=sha256:a5c1ec115ef2aff6c7da3bc7843911e7f0ffb1fd1ca3c666a062a842f36d89f2

Observation 9a57b699-4ce1-443b-a9ab-2c35e7fbed73 · outbound

This paper cites MagicBrush: A manually annotated dataset for instruction-guided image editing.

HandEdit: A Unified Benchmark for Egocentric Human-to-Robot Dexterous Hand Image Editing MagicBrush: A manually annotated dataset for instruction-guided image editing

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T00:18:26.161853Z

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=2026-08-16T00:18:22.953165Z digest=sha256:70bc536b75f688612b05dfe434a0039b30f74e7a6b6c0bfc85707f9c1e1309fc

Observation d0ef5943-8603-4106-a623-1e52093c725c · outbound

This paper cites OmniEdit: Building Image Editing Generalist Models Through Specialist Supervision.

HandEdit: A Unified Benchmark for Egocentric Human-to-Robot Dexterous Hand Image Editing OmniEdit: Building Image Editing Generalist Models Through Specialist Supervision

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T00:18:26.069998Z

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=2026-08-16T00:18:22.974313Z digest=sha256:0166b1218e63b7d72c0e69325bdc6975bd3cdc0a961ec439bf14891bd0715a9b

Observation 2af6a1b9-b7ed-4170-a116-1002319459c8 · outbound

This paper cites Emu edit: Precise image editing via recognition and generation tasks.

HandEdit: A Unified Benchmark for Egocentric Human-to-Robot Dexterous Hand Image Editing Emu edit: Precise image editing via recognition and generation tasks

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-16T00:18:22.980120Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T00:18:22.980120Z digest=sha256:9dd8736b9a34aeb7fb240893321b8b261397249384eb4f04f7a1ac96f9607cdf

Observation 9fa84f55-85e3-4b78-bbd0-4a8580e33ce4 · outbound

This paper cites UltraEdit: Instruction-based fine-grained image editing at scale.

HandEdit: A Unified Benchmark for Egocentric Human-to-Robot Dexterous Hand Image Editing UltraEdit: Instruction-based fine-grained image editing at scale

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T00:18:26.038567Z

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=2026-08-16T00:18:22.986246Z digest=sha256:0a3626d626bf1ac452f860046a85bdd5c0c54bb65012cdfc813c725e38916785

Observation 38d33904-e9aa-4113-954b-3f2ed5e4195b · outbound

This paper cites SEED-Data-Edit Technical Report: A Hybrid Dataset for Instructional Image Editing.

HandEdit: A Unified Benchmark for Egocentric Human-to-Robot Dexterous Hand Image Editing SEED-Data-Edit Technical Report: A Hybrid Dataset for Instructional Image Editing

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-16T00:18:22.993964Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T00:18:22.993964Z digest=sha256:245d68d5acb12256be39f81ae3fa5decafced16679edbbe710dbf601e6475b5d

Observation 68edb178-4e4f-4dd4-a111-8896dc9b62d3 · outbound

This paper cites HQ-Edit: A High-Quality Dataset for Instruction-based Image Editing.

HandEdit: A Unified Benchmark for Egocentric Human-to-Robot Dexterous Hand Image Editing HQ-Edit: A High-Quality Dataset for Instruction-based Image Editing

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-16T00:18:22.999693Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T00:18:22.999693Z digest=sha256:e94b0b0c56f1f017e7d356422000b777df0ea9915c12a572a6598a9257ed1343

Observation 25c100bb-015a-472e-ae53-d8144a142980 · outbound

This paper cites AnyEdit: Mastering Unified High-Quality Image Editing for Any Idea.

HandEdit: A Unified Benchmark for Egocentric Human-to-Robot Dexterous Hand Image Editing AnyEdit: Mastering Unified High-Quality Image Editing for Any Idea

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-16T00:18:23.007961Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T00:18:23.007961Z digest=sha256:ae297c70cbbda018e07484388ea529abb3bdc7b28cc62a7edf82194b64db3ffa

Observation 9ebcac09-d97c-472c-a8fa-fcf306792525 · outbound

This paper cites MotionEdit: Benchmarking and learning motion-centric image editing.

HandEdit: A Unified Benchmark for Egocentric Human-to-Robot Dexterous Hand Image Editing MotionEdit: Benchmarking and learning motion-centric image editing

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T00:18:26.023885Z

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=2026-08-16T00:18:23.027213Z digest=sha256:e95e84607a2f5865453eaba8083b216fd652a56b086145f7a362c25a34fd2707

Observation e9057b6d-e4d1-418a-a7ae-9c85d542ec9c · outbound

This paper cites EgoEdit: Dataset, real-time streaming model, and benchmark for egocentric video editing.

HandEdit: A Unified Benchmark for Egocentric Human-to-Robot Dexterous Hand Image Editing EgoEdit: Dataset, real-time streaming model, and benchmark for egocentric video editing

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T00:18:25.977999Z

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=2026-08-16T00:18:23.031797Z digest=sha256:726870cfc5b75f586900285dd48f7b7b73160d83bdc383b473f4b819a3fd9c5e

Observation 64e1a658-26e0-438b-9c96-e4254fd95b89 · outbound

This paper cites H2O: Two hands manipulating objects for first person interaction recognition.

HandEdit: A Unified Benchmark for Egocentric Human-to-Robot Dexterous Hand Image Editing H2O: Two hands manipulating objects for first person interaction recognition

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T00:18:25.931468Z

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=2026-08-16T00:18:23.038321Z digest=sha256:d91de3813f35ecc01ddd3bf1d87210838df5e89c88493a6d1d85312a943979da

Observation e43a5b3e-e091-4519-938d-d384ffa4389e · outbound

This paper cites World Action Models are Zero-shot Policies.

HandEdit: A Unified Benchmark for Egocentric Human-to-Robot Dexterous Hand Image Editing World Action Models are Zero-shot Policies

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-16T00:18:23.068710Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T00:18:23.068710Z digest=sha256:b4a89d365371e27b730178c753963f9aca2949cd394ccfddc52a98b8cd4c7eb9

Observation b8188f03-05e0-48fe-882f-b48176a99784 · outbound

This paper cites DreamDojo: A Generalist Robot World Model from Large-Scale Human Videos.

HandEdit: A Unified Benchmark for Egocentric Human-to-Robot Dexterous Hand Image Editing DreamDojo: A Generalist Robot World Model from Large-Scale Human Videos

Reference 51

Resolution
unresolved
no resolver link, observed 2026-08-16T00:18:23.093813Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T00:18:23.093813Z digest=sha256:8b261737a34a9c87999d78ceb442c3cb29a89ab8900a7f45663d34dfc3da5bd5

Observation a1b9a568-996f-442c-9d0d-8655fdf7f66b · outbound

This paper cites EgoHumanoid: Unlocking In-the-Wild Loco-Manipulation with Robot-Free Egocentric Demonstration.

HandEdit: A Unified Benchmark for Egocentric Human-to-Robot Dexterous Hand Image Editing EgoHumanoid: Unlocking In-the-Wild Loco-Manipulation with Robot-Free Egocentric Demonstration

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-16T00:18:23.110624Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T00:18:23.110624Z digest=sha256:f82dbfc4d4a4c2c3ff183f01021fa119a03607e0975105ce4b835666d0d3fdaf

Observation 8e843db0-aeb4-4ad3-9989-9012d55994ca · outbound

This paper cites DexVIP: Learning dexterous grasping with human hand pose priors from video.

HandEdit: A Unified Benchmark for Egocentric Human-to-Robot Dexterous Hand Image Editing DexVIP: Learning dexterous grasping with human hand pose priors from video

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T00:18:25.916467Z

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=2026-08-16T00:18:23.124022Z digest=sha256:1e0005d692c68e2d2eb399bb57cb91f83bdfd1e3be39cdc1c5da992ba45aa439

Observation 5a0b2d60-27fc-4b0f-b9d8-9952d277da17 · outbound

This paper cites DexArt: Benchmarking generalizable dexterous manipulation with articulated objects.

HandEdit: A Unified Benchmark for Egocentric Human-to-Robot Dexterous Hand Image Editing DexArt: Benchmarking generalizable dexterous manipulation with articulated objects

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T00:18:25.898970Z

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=2026-08-16T00:18:23.129490Z digest=sha256:c49425abd425fd07785fc2295ab20d77299940c54f2e940093953ee151e87fed

Observation 2ce2cb4b-1f3a-4a5a-998f-e32e0d7eacce · outbound

This paper cites DexH2R: A benchmark for dynamic dexterous grasping in human-to-robot handover.

HandEdit: A Unified Benchmark for Egocentric Human-to-Robot Dexterous Hand Image Editing DexH2R: A benchmark for dynamic dexterous grasping in human-to-robot handover

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T00:18:25.883878Z

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=2026-08-16T00:18:23.134290Z digest=sha256:4893987f585f3a590d72890c839de26f27165de6d07b2e4aded5a6d39466e803

Observation 3d867215-45ea-4807-be76-a24dad0c6a69 · outbound

This paper cites UniDex: A robot foundation suite for universal dexterous hand control from egocentric human videos.arXiv preprint arXiv:2603.22264, 2026.

HandEdit: A Unified Benchmark for Egocentric Human-to-Robot Dexterous Hand Image Editing UniDex: A robot foundation suite for universal dexterous hand control from egocentric human videos.arXiv preprint arXiv:2603.22264, 2026

Reference 56

Resolution
unresolved
no resolver link, observed 2026-08-16T00:18:23.138991Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T00:18:23.138991Z digest=sha256:50f2939b4751b144a21b436dafc485109aac91353382d564b1a4600fd59f1f20

Observation c2f29677-a2d2-4f96-b313-e98b1e449f6a · outbound

This paper cites MiVLA: Towards generalizable vision-language- action model with human-robot mutual imitation pre-training.arXiv preprint arXiv:2512.15411, 2025.

HandEdit: A Unified Benchmark for Egocentric Human-to-Robot Dexterous Hand Image Editing MiVLA: Towards generalizable vision-language- action model with human-robot mutual imitation pre-training.arXiv preprint arXiv:2512.15411, 2025

Reference 57

Resolution
verified exact
raw_fallback, observed 2026-08-16T00:18:24.061863Z

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=2026-08-16T00:18:23.143793Z digest=sha256:3e3e62e73241ff2ba1771ad70cd00bc1bb1d92bf409b3d3bf996285e7b302808

Observation 48c605c7-e4c1-4906-a122-3f35351f3a83 · outbound

This paper cites Human2Robot: Learning robot actions from paired human-robot videos.arXiv preprint arXiv:2502.16587, 2025.

HandEdit: A Unified Benchmark for Egocentric Human-to-Robot Dexterous Hand Image Editing Human2Robot: Learning robot actions from paired human-robot videos.arXiv preprint arXiv:2502.16587, 2025

Reference 58

Resolution
unresolved
no resolver link, observed 2026-08-16T00:18:23.152033Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T00:18:23.152033Z digest=sha256:792904bfe9f88a38d593401061214862acf349734d5c52cee5d286ae0a7e53c7

Observation 405af796-31ae-4430-8171-67a9def6c706 · outbound

This paper cites Dexterous World Models.arXiv preprint arXiv:2512.17907, 2025.

HandEdit: A Unified Benchmark for Egocentric Human-to-Robot Dexterous Hand Image Editing Dexterous World Models.arXiv preprint arXiv:2512.17907, 2025

Reference 59

Resolution
unresolved
no resolver link, observed 2026-08-16T00:18:23.159381Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T00:18:23.159381Z digest=sha256:f3ce207d41e7c5d6d0c6df9bfa5f19d3dac1cb113245a65de9b067fdfbd8217f

Observation 6e9b8f98-f745-4ce3-a63d-4cf642952588 · outbound

This paper cites SDEdit: Guided image synthesis and editing with stochastic differential equations.

HandEdit: A Unified Benchmark for Egocentric Human-to-Robot Dexterous Hand Image Editing SDEdit: Guided image synthesis and editing with stochastic differential equations

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T00:18:25.813090Z

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=2026-08-16T00:18:23.165326Z digest=sha256:7c2ca094a8f655e50867b26236291ce8f567d46035792b94930021681a1de0fc

Observation 7505e64b-5d13-4062-a443-f1a2ff28b4fc · outbound

This paper cites Prompt- to-Prompt Image Editing with Cross-Attention Control.

HandEdit: A Unified Benchmark for Egocentric Human-to-Robot Dexterous Hand Image Editing Prompt- to-Prompt Image Editing with Cross-Attention Control

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T00:18:25.734842Z

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=2026-08-16T00:18:23.170432Z digest=sha256:9c87ce7ccaf97502a6bee6098b4c52eeab57a9fae2edae3840d2044722e6abfc

Observation 9c8771ac-c353-42cc-80dc-d26c508ddd8f · outbound

This paper cites DiffEdit: Diffusion-based semantic image editing with mask guidance.

HandEdit: A Unified Benchmark for Egocentric Human-to-Robot Dexterous Hand Image Editing DiffEdit: Diffusion-based semantic image editing with mask guidance

Reference 62

Resolution
unresolved
no resolver link, observed 2026-08-16T00:18:23.175638Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T00:18:23.175638Z digest=sha256:b131834f307cacca08a105490374d44c711f2235c7df032efaa685453b6f86b7

Observation a88426ce-5502-4649-8a68-12848ebf6d88 · outbound

This paper cites Adding Conditional Control to Text-to-Image Diffusion Models.

HandEdit: A Unified Benchmark for Egocentric Human-to-Robot Dexterous Hand Image Editing Adding Conditional Control to Text-to-Image Diffusion Models

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T00:18:25.702930Z

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=2026-08-16T00:18:23.182127Z digest=sha256:cd387818f81b998a275a513f155439cf790ffc6c1fdae6f21f1ce5531bd57a0d

Observation 41c864fb-8cda-4dc6-8aba-8867ef75ea7c · outbound

This paper cites SAM 3: Segment Anything with Concepts.

HandEdit: A Unified Benchmark for Egocentric Human-to-Robot Dexterous Hand Image Editing SAM 3: Segment Anything with Concepts

Reference 64

Resolution
unresolved
no resolver link, observed 2026-08-16T00:18:23.187894Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T00:18:23.187894Z digest=sha256:7c16b0ab7493237e9e1c37de8ed689b76f15a82e553b0c7352546b388b10eb02

Observation 265b546b-f8df-463e-8950-efb23dbd2f8e · outbound

This paper cites an unresolved cited work.

HandEdit: A Unified Benchmark for Egocentric Human-to-Robot Dexterous Hand Image Editing Unresolved cited work

Reference 65

Resolution
unresolved
raw_fallback, observed 2026-08-16T00:18:25.687277Z

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=2026-08-16T00:18:23.193484Z digest=sha256:16612ab8f3cb2027186c4d5f725a415e69e18bb8f7b6354d9d2ccd2212e2dab5

Observation 8c42f2f9-72f5-4606-bc2c-1a5ebed711eb · outbound

This paper cites an unresolved cited work.

HandEdit: A Unified Benchmark for Egocentric Human-to-Robot Dexterous Hand Image Editing Unresolved cited work

Reference 66

Resolution
unresolved
no resolver link, observed 2026-08-16T00:18:23.198103Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T00:18:23.198103Z digest=sha256:015682059d25d59fa8db35b160e248463eb6d04a1f333cff5b4b7844a3ebe273

Observation 18decc14-cea6-4495-af29-657042ace316 · outbound

This paper cites AnyTeleop: A general vision-based dexterous robot arm-hand teleoperation system.

HandEdit: A Unified Benchmark for Egocentric Human-to-Robot Dexterous Hand Image Editing AnyTeleop: A general vision-based dexterous robot arm-hand teleoperation system

Reference 67

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T00:18:25.670012Z

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=2026-08-16T00:18:23.208104Z digest=sha256:0580bfc609fb3a17438fffaf966ddad8b0806ffc7c300baec2ced5d877e4ab79

Observation 4c4b61b8-97f8-4942-8732-af1f7f3c2abf · outbound

This paper cites Image quality metrics: PSNR vs.

HandEdit: A Unified Benchmark for Egocentric Human-to-Robot Dexterous Hand Image Editing Image quality metrics: PSNR vs

Reference 68

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T00:18:25.627930Z

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=2026-08-16T00:18:23.226233Z digest=sha256:d84032739d6b05136a4ec25ea73bf35ff29e3d57d26937a780d9018324205604

Observation 9127dcac-d15b-4343-bcbe-2a0f3eee9f3e · outbound

This paper cites Image quality assessment: from error visibility to structural similarity.IEEE transactions on image processing, 13(4):600–612, 2004.

HandEdit: A Unified Benchmark for Egocentric Human-to-Robot Dexterous Hand Image Editing Image quality assessment: from error visibility to structural similarity.IEEE transactions on image processing, 13(4):600–612, 2004

Reference 69

Resolution
unresolved
no resolver link, observed 2026-08-16T00:18:23.250558Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T00:18:23.250558Z digest=sha256:3709bc02dc89c27a3a783cf80c12ee02c44e0886a102219504c102f451782b3d

Observation f156aa71-e32b-4fdc-abcc-d56e67ac3158 · outbound

This paper cites The unreasonable effectiveness of deep features as a perceptual metric.

HandEdit: A Unified Benchmark for Egocentric Human-to-Robot Dexterous Hand Image Editing The unreasonable effectiveness of deep features as a perceptual metric

Reference 70

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T00:18:25.530977Z

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=2026-08-16T00:18:23.276504Z digest=sha256:329e29be915e17f786e379ef9b97d2d56bcc0021ac810f8d64476ea8762c2bed

Observation 100da75e-3da0-414d-8fe8-ffec626dfb0d · outbound

This paper cites Gans trained by a two time-scale update rule converge to a local nash equilibrium.Advances in neural information processing systems, 30, 2017.

HandEdit: A Unified Benchmark for Egocentric Human-to-Robot Dexterous Hand Image Editing Gans trained by a two time-scale update rule converge to a local nash equilibrium.Advances in neural information processing systems, 30, 2017

Reference 71

Resolution
unresolved
no resolver link, observed 2026-08-16T00:18:23.294796Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T00:18:23.294796Z digest=sha256:60d5bce9afa68f672f5fcdf04c71f1582bbf5dc162dc862317bd3d5a5881b809

Observation a5fca621-cfcf-4e67-a330-a05a23c22199 · outbound

This paper cites GPT-4o System Card.

HandEdit: A Unified Benchmark for Egocentric Human-to-Robot Dexterous Hand Image Editing GPT-4o System Card

Reference 72

Resolution
unresolved
no resolver link, observed 2026-08-16T00:18:23.300056Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T00:18:23.300056Z digest=sha256:2a580dd4f5dd1504e6b6edcdddcc180fb2bff52cf3e5967b7f42bba20f508961

Observation 919da90f-8d72-48de-b78c-965e37a0edee · outbound

This paper cites VIEScore: Towards explainable metrics for conditional image synthesis evaluation.

HandEdit: A Unified Benchmark for Egocentric Human-to-Robot Dexterous Hand Image Editing VIEScore: Towards explainable metrics for conditional image synthesis evaluation

Reference 73

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T00:18:25.507673Z

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=2026-08-16T00:18:23.309023Z digest=sha256:d9f02a2e1584c67a635228f608e1d34ad653e027949156e443ea9b529739e261

Observation 6dbe31b2-6c5f-4973-a18b-fc9bf09cf49c · outbound

This paper cites Holistic evaluation of text-to-image models.Advances in Neural Information Processing Systems, 36:69981–70011, 2023.

HandEdit: A Unified Benchmark for Egocentric Human-to-Robot Dexterous Hand Image Editing Holistic evaluation of text-to-image models.Advances in Neural Information Processing Systems, 36:69981–70011, 2023

Reference 74

Resolution
unresolved
no resolver link, observed 2026-08-16T00:18:23.316939Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T00:18:23.316939Z digest=sha256:4e4a0d86f7e3462920e93a766092ee02d005fec69e72a8bc6d3aabd48bde030d

Observation 21c0346e-76da-49e4-899d-3461fc50e7ce · outbound

This paper cites DINOv2: Learning robust visual features without supervision.Transactions on Machine Learning Research, 2024.

HandEdit: A Unified Benchmark for Egocentric Human-to-Robot Dexterous Hand Image Editing DINOv2: Learning robust visual features without supervision.Transactions on Machine Learning Research, 2024

Reference 75

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T00:18:25.426329Z

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=2026-08-16T00:18:23.321871Z digest=sha256:dcaa383f9368c56992c4c13dfc28a7e3a731ca177ca1bba2eb4ba2fb3d37fd7a

Observation d705dc1b-861b-4699-a3e3-a88cbb9c2bda · outbound

This paper cites Learning transferable visual models from natural language supervision.

HandEdit: A Unified Benchmark for Egocentric Human-to-Robot Dexterous Hand Image Editing Learning transferable visual models from natural language supervision

Reference 76

Resolution
unresolved
no resolver link, observed 2026-08-16T00:18:23.329135Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T00:18:23.329135Z digest=sha256:1e2cf433469d1d5d3c0cf2add41b53a14c7d666dec4925ef2b3ae39e57cced42

Observation fa94cc94-5921-420b-9211-f9319d79ad6d · outbound

This paper cites an unresolved cited work.

HandEdit: A Unified Benchmark for Egocentric Human-to-Robot Dexterous Hand Image Editing Unresolved cited work

Reference 77

Resolution
unresolved
raw_fallback, observed 2026-08-16T00:18:25.363200Z

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=2026-08-16T00:18:23.334213Z digest=sha256:3146c0b6281bc4cac3cb721ab41718c7da74c9a230ef3f570b2ea850582c26fe

Observation 231b49a9-ce00-4756-bcfa-8f8124397a55 · outbound

This paper cites Introducing ChatGPT Images 2.0.

HandEdit: A Unified Benchmark for Egocentric Human-to-Robot Dexterous Hand Image Editing Introducing ChatGPT Images 2.0

Reference 78

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T00:18:25.348798Z

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=2026-08-16T00:18:23.339270Z digest=sha256:d1e8f4428a5f34b1a443037665cfe52dba2af817bd38604a86e4680fc46caca7

Observation 10679dda-63d4-40fc-a88b-77d5defc0803 · outbound

This paper cites Nano Banana 2 – gemini ai image generator & photo editor.

HandEdit: A Unified Benchmark for Egocentric Human-to-Robot Dexterous Hand Image Editing Nano Banana 2 – gemini ai image generator & photo editor

Reference 79

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T00:18:25.334575Z

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=2026-08-16T00:18:23.345261Z digest=sha256:77bada0f5c1ac770c888f2a992306cd12fd5cf73216297fb443cba2d7273a36b

Observation f598b801-14ba-4b97-a300-1439c44c9437 · outbound

This paper cites The new ChatGPT Images is here.

HandEdit: A Unified Benchmark for Egocentric Human-to-Robot Dexterous Hand Image Editing The new ChatGPT Images is here

Reference 80

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T00:18:25.248167Z

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=2026-08-16T00:18:23.350571Z digest=sha256:2522890b0a1f7a7ad7623f3bb00dbe6c842ec2f650cec56e2cd7716ffe8a44b6

Observation a4574226-db91-4bc3-8d12-1a29fa12f938 · outbound

This paper cites Seedream 4.0: Toward Next-generation Multimodal Image Generation.

HandEdit: A Unified Benchmark for Egocentric Human-to-Robot Dexterous Hand Image Editing Seedream 4.0: Toward Next-generation Multimodal Image Generation

Reference 81

Resolution
unresolved
no resolver link, observed 2026-08-16T00:18:23.355259Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T00:18:23.355259Z digest=sha256:6d3d5b7232a48976de57ccdfead962d51f94f3c42f56716a0e840633c554b5c1

Observation 193ddec3-41ce-4343-9b76-1dd6904525a5 · outbound

This paper cites FLUX.2: Frontier Visual Intelligence.

HandEdit: A Unified Benchmark for Egocentric Human-to-Robot Dexterous Hand Image Editing FLUX.2: Frontier Visual Intelligence

Reference 82

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T00:18:25.196648Z

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=2026-08-16T00:18:23.363088Z digest=sha256:2b645a178feb175b1d0a076467748f57fded83aa3606ed4d903901bb37805414

Observation 096ed70f-7830-483d-8ae8-faa7121b1c1c · outbound

This paper cites Nano Banana: Free online ai image editor.https://nanobanana.io/, 2026.

HandEdit: A Unified Benchmark for Egocentric Human-to-Robot Dexterous Hand Image Editing Nano Banana: Free online ai image editor.https://nanobanana.io/, 2026

Reference 84

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T00:18:25.180950Z

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=2026-08-16T00:18:23.378741Z digest=sha256:8bcda4d0a4ba953e7ff4c94903c388b7591a59c4c26ca6a5801c6853053accb3

Observation 6ff61968-9a83-4577-90de-72d3ccbeeac0 · outbound

This paper cites Qwen-Image Technical Report.

HandEdit: A Unified Benchmark for Egocentric Human-to-Robot Dexterous Hand Image Editing Qwen-Image Technical Report

Reference 85

Resolution
unresolved
no resolver link, observed 2026-08-16T00:18:23.384076Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T00:18:23.384076Z digest=sha256:16fc7052a5bdff389d1bfa530243b7146906ed0f5f7cdd7aa3dd451e4b9d5456

Observation 97b22a61-21e9-43f3-87ae-a77f893f03cd · outbound

This paper cites FLUX.1 Kontext: Flow Matching for In-Context Image Generation and Editing in Latent Space.

HandEdit: A Unified Benchmark for Egocentric Human-to-Robot Dexterous Hand Image Editing FLUX.1 Kontext: Flow Matching for In-Context Image Generation and Editing in Latent Space

Reference 86

Resolution
unresolved
no resolver link, observed 2026-08-16T00:18:23.398208Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T00:18:23.398208Z digest=sha256:d93d229f3ad56f03d5d8b6b432d1987151121d7b43c507fae5eb5ad8c9e03f45

Observation b55b4790-9396-46de-a6ee-e7a174baaed1 · outbound

This paper cites OmniGen2: Towards Instruction-Aligned Multimodal Generation.

HandEdit: A Unified Benchmark for Egocentric Human-to-Robot Dexterous Hand Image Editing OmniGen2: Towards Instruction-Aligned Multimodal Generation

Reference 87

Resolution
unresolved
no resolver link, observed 2026-08-16T00:18:23.413767Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T00:18:23.413767Z digest=sha256:dbe34e460dfee244ac2845bf0aac13496ed731db78d77845ec81b24bbef3deaf

Observation 82d58d6f-bef9-4dd2-a73b-f5cfb4ec83ee · outbound

This paper cites FireRed-Image-Edit-1.0 Techinical Report, 2026.

HandEdit: A Unified Benchmark for Egocentric Human-to-Robot Dexterous Hand Image Editing FireRed-Image-Edit-1.0 Techinical Report, 2026

Reference 88

Resolution
unresolved
no resolver link, observed 2026-08-16T00:18:23.425940Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T00:18:23.425940Z digest=sha256:d2424c0d99aa309fc80aa22d04d854d8b943f1e0f51af70ee1f224e360bb5010

Observation 090fee07-6cac-46e1-b59a-93f55817ad53 · outbound

This paper cites Bunny-VisionPro: Real-Time Bimanual Dexterous Teleoperation for Imitation Learning.

HandEdit: A Unified Benchmark for Egocentric Human-to-Robot Dexterous Hand Image Editing Bunny-VisionPro: Real-Time Bimanual Dexterous Teleoperation for Imitation Learning

Reference 89

Resolution
unresolved
no resolver link, observed 2026-08-16T00:18:23.450498Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T00:18:23.450498Z digest=sha256:cf93599817bfaec9bae478c37dfc13cfb6aab2de50b875ff85afbf1d49fd9d0a

Observation 96f3f861-837a-4eb3-a02c-6579bcadda08 · outbound

This paper cites VE-Bench: Subjective-Aligned Benchmark Suite for Text-Driven Video Editing Quality Assessment.

HandEdit: A Unified Benchmark for Egocentric Human-to-Robot Dexterous Hand Image Editing VE-Bench: Subjective-Aligned Benchmark Suite for Text-Driven Video Editing Quality Assessment

Reference 2024

Resolution
unresolved
no resolver link, observed 2026-08-16T00:18:23.019673Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T00:18:23.019673Z digest=sha256:8f6424e0b2db8a7d0144e1988840832b8522bd5be9ece538d91c3f28ad701777

Observation bb4abc58-e471-4601-a629-838fc9e7203b · outbound

This paper cites HunyuanImage 3.0 Technical Report.

HandEdit: A Unified Benchmark for Egocentric Human-to-Robot Dexterous Hand Image Editing HunyuanImage 3.0 Technical Report

Reference 2025

Resolution
unresolved
no resolver link, observed 2026-08-16T00:18:23.374030Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T00:18:23.374030Z digest=sha256:2a1535d89ec83907c2e49a19fb250211c5aa98c1b2bef68fc6ce7195059a5773

Observation b14f8018-83c3-4135-9d65-833546966fbf · outbound

This paper cites EgoLive: A Large-Scale Egocentric Dataset from Real-World Human Tasks.

HandEdit: A Unified Benchmark for Egocentric Human-to-Robot Dexterous Hand Image Editing EgoLive: A Large-Scale Egocentric Dataset from Real-World Human Tasks

Reference 2026

Resolution
unresolved
no resolver link, observed 2026-08-16T00:18:22.414225Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T00:18:22.414225Z digest=sha256:cc28294d9095245bcff5ef47b3fa7a8bff61e932f1aa10655af2dcb52af56587

Pith citing papers

No inbound Pith citation observations are available.