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Paper Citation Record · LEDGER

MobileManiBench: Simplifying Model Verification for Mobile Manipulation

As of 7 August 2026, this Paper Citation Record lists 59 of 59 outbound references and 1 inbound Pith citation observation for arXiv:2602.05233.

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

pith.paper-citation-record.v1
2602.05233 v2

Coverage vector

measured 59 of 59 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-03T04:23:47.233088Z

measured 60 of 60 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-27T01:15:50.904741Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-03T20:38:55.438527Z

Reference resolution

59 of 59 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved58
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation dfeee057-c410-48bc-bdd6-00162942d326 · outbound

This paper cites Agi- bot world colosseo: A large-scale manipulation platform for scalable and intelligent embodied systems, 2025.

MobileManiBench: Simplifying Model Verification for Mobile Manipulation Agi- bot world colosseo: A large-scale manipulation platform for scalable and intelligent embodied systems, 2025

Reference 1

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source=pdf_text observed=2026-08-03T04:23:40.463794Z digest=sha256:7b2c4d2e1e5ee1bfa02accfa7ec1d826acef8b1fee28fc8cdf5b3f3b59da59e8

Observation 61dbf562-cd75-4398-87b5-b2c32d408122 · outbound

This paper cites Dexart: Benchmarking generalizable dexterous manipula- tion with articulated objects, 2023.

MobileManiBench: Simplifying Model Verification for Mobile Manipulation Dexart: Benchmarking generalizable dexterous manipula- tion with articulated objects, 2023

Reference 2

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source=pdf_text observed=2026-08-03T04:23:40.577822Z digest=sha256:b14346740e244167e3e7cd4090dbdd96ed51d0b460008e0d1d137c2e52ef876a

Observation e335e021-9de6-4533-abce-fcc2e183d33b · outbound

This paper cites PaliGemma: A versatile 3B VLM for transfer.

MobileManiBench: Simplifying Model Verification for Mobile Manipulation PaliGemma: A versatile 3B VLM for transfer

Reference 3

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source=pdf_text observed=2026-08-03T04:23:40.711378Z digest=sha256:810708c376fdd58406e318b2aa7858f999ae3cfc214dd1360d986257204dcd5a

Observation 9b1c3508-e64d-47ac-9aaa-c218c5d13ced · outbound

This paper cites GR00T N1: An Open Foundation Model for Generalist Humanoid Robots.

MobileManiBench: Simplifying Model Verification for Mobile Manipulation GR00T N1: An Open Foundation Model for Generalist Humanoid Robots

Reference 4

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source=pdf_text observed=2026-08-03T04:23:40.786265Z digest=sha256:08a05a8d22081f158597f655d163ecb4a37b86ede3be8bd9b3dacb54530cce83

Observation 2533dca5-c829-4138-93a9-8df4baeb4771 · outbound

This paper cites $\pi_0$: A Vision-Language-Action Flow Model for General Robot Control.

MobileManiBench: Simplifying Model Verification for Mobile Manipulation $\pi_0$: A Vision-Language-Action Flow Model for General Robot Control

Reference 5

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source=pdf_text observed=2026-08-03T04:23:40.841410Z digest=sha256:adeb9d99bf555eac6283930d0c2721943584cd7b29d86c86ac8c8f7415cc015d

Observation 11e56ab0-e46a-4e2e-b7cf-3736fe3797be · outbound

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

MobileManiBench: Simplifying Model Verification for Mobile Manipulation RT-1: Robotics Transformer for Real-World Control at Scale

Reference 6

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source=pdf_text observed=2026-08-03T04:23:40.931396Z digest=sha256:1082b30eaf77decb90f51932f29d5863d762ef99c6fba7389800131e5e424a05

Observation c4512da0-6c3c-42a1-913f-1f769302ac73 · outbound

This paper cites Srinivasa, Pieter Abbeel, and Aaron M.

MobileManiBench: Simplifying Model Verification for Mobile Manipulation Srinivasa, Pieter Abbeel, and Aaron M

Reference 7

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source=pdf_text observed=2026-08-03T04:23:41.023472Z digest=sha256:6be2d4cd55feb979e4143b5ca0d3b3ccfab9646bd8f22df19e37c48798abcc28

Observation 94d0a434-af61-4534-826c-708baf013fe0 · outbound

This paper cites GR-3 Technical Report.

MobileManiBench: Simplifying Model Verification for Mobile Manipulation GR-3 Technical Report

Reference 8

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source=pdf_text observed=2026-08-03T04:23:41.068008Z digest=sha256:b077ce6fb3ca9e664124fb4c65065377fda0f9a11bf18e0273043af29dd9551c

Observation 458cc364-70a5-401c-9782-8c8fb0e649ed · outbound

This paper cites Owmm-agent: Open world mobile manipulation with multi-modal agentic data synthe- sis, 2025.

MobileManiBench: Simplifying Model Verification for Mobile Manipulation Owmm-agent: Open world mobile manipulation with multi-modal agentic data synthe- sis, 2025

Reference 9

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source=pdf_text observed=2026-08-03T04:23:41.128390Z digest=sha256:db2854fce4db674f41e40d2e3020226cba5171988830cb9badc901edd367baa1

Observation abaa3108-af43-4802-97ed-44904bafef73 · outbound

This paper cites Robotwin 2.0: A scalable data generator and bench- mark with strong domain randomization for robust bimanual robotic manipulation, 2025.

MobileManiBench: Simplifying Model Verification for Mobile Manipulation Robotwin 2.0: A scalable data generator and bench- mark with strong domain randomization for robust bimanual robotic manipulation, 2025

Reference 10

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source=pdf_text observed=2026-08-03T04:23:41.215999Z digest=sha256:84b67805736f75c4d0f31f380e5432858e7e25757083c458409a8c286c7abd23

Observation dbe2d6cb-b5ff-4991-aea4-208278c97141 · outbound

This paper cites PaLI-X: On Scaling up a Multilingual Vision and Language Model.

MobileManiBench: Simplifying Model Verification for Mobile Manipulation PaLI-X: On Scaling up a Multilingual Vision and Language Model

Reference 11

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source=pdf_text observed=2026-08-03T04:23:41.322837Z digest=sha256:019d4c137ef9974db2bad76cedc1b655a06a0bbdde0d1d1098ffd29f07e1f912

Observation 6295a1e5-a635-4c7b-a8d2-19f9ca5a8d67 · outbound

This paper cites Isaac lab, 2023.

MobileManiBench: Simplifying Model Verification for Mobile Manipulation Isaac lab, 2023

Reference 12

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source=pdf_text observed=2026-08-03T04:23:41.427028Z digest=sha256:d43546a6efb4c95a459d147fdc9e2416a6304135b97f4cfda6963d1e85dc5dfc

Observation d5d94da7-5460-4854-9fd6-e2458150da9a · outbound

This paper cites Palm-e: An embodied multimodal language model.

MobileManiBench: Simplifying Model Verification for Mobile Manipulation Palm-e: An embodied multimodal language model

Reference 13

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source=pdf_text observed=2026-08-03T04:23:41.540133Z digest=sha256:17b91e21d183e33e09c040cce53818d111a71ed543e2cb50ce11907f050de2f4

Observation 86075084-21db-41c4-98f4-e6e1c45ea01f · outbound

This paper cites Zhao, and Chelsea Finn.

MobileManiBench: Simplifying Model Verification for Mobile Manipulation Zhao, and Chelsea Finn

Reference 14

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source=pdf_text observed=2026-08-03T04:23:41.658732Z digest=sha256:d85c3d383b17c66504830177cea1f48aa4a26110bdb2a05242b3be29f0b46ea9

Observation 2ac30d28-30b3-407b-a45a-0df20c8f6056 · outbound

This paper cites Maniskill2: A unified benchmark for generalizable manipulation skills, 2023.

MobileManiBench: Simplifying Model Verification for Mobile Manipulation Maniskill2: A unified benchmark for generalizable manipulation skills, 2023

Reference 15

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source=pdf_text observed=2026-08-03T04:23:41.773268Z digest=sha256:e1d4312f5f9ce5a7a46fd921ea45e8c0c1416207293e365866a90240ba7eec6d

Observation c4b91ffa-883f-4651-b00a-9417874398dc · outbound

This paper cites Rekep: Spatio-temporal reasoning of rela- tional keypoint constraints for robotic manipulation, 2024.

MobileManiBench: Simplifying Model Verification for Mobile Manipulation Rekep: Spatio-temporal reasoning of rela- tional keypoint constraints for robotic manipulation, 2024

Reference 16

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source=pdf_text observed=2026-08-03T04:23:41.877070Z digest=sha256:1a6a0f9b671a2a6b295afc510747a552269488e109321f369fec31acd427a781

Observation ec841025-6bab-4d75-be70-b62660958626 · outbound

This paper cites $\pi_{0.5}$: a Vision-Language-Action Model with Open-World Generalization.

MobileManiBench: Simplifying Model Verification for Mobile Manipulation $\pi_{0.5}$: a Vision-Language-Action Model with Open-World Generalization

Reference 17

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source=pdf_text observed=2026-08-03T04:23:41.983791Z digest=sha256:c816e9d150d83d113a304f2f95ac7926c59b07706d44f8623e701cb2eaef8d6e

Observation 91de8db7-dce1-417a-a2d4-4ebb6bbfe685 · outbound

This paper cites an unresolved cited work.

MobileManiBench: Simplifying Model Verification for Mobile Manipulation Unresolved cited work

Reference 18

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source=pdf_text observed=2026-08-03T04:23:42.102709Z digest=sha256:9ea5703e57a4b772517ed1fe85583e0deb4b8f24763ef4f6a3d335271af5d83a

Observation 96ce0056-6501-4af3-b9db-e962701bc92d · outbound

This paper cites Prismatic vlms: Investigating the design space of visually-conditioned language models.

MobileManiBench: Simplifying Model Verification for Mobile Manipulation Prismatic vlms: Investigating the design space of visually-conditioned language models

Reference 19

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source=pdf_text observed=2026-08-03T04:23:42.202135Z digest=sha256:df551f97b4e4a0d681fac89bae9dee26411f05dd87feeb143584c18bb997eff4

Observation 16799bc7-f0f7-4556-87ee-d17a93bb3443 · outbound

This paper cites an unresolved cited work.

MobileManiBench: Simplifying Model Verification for Mobile Manipulation Unresolved cited work

Reference 20

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source=pdf_text observed=2026-08-03T04:23:42.319547Z digest=sha256:efc3f0303cd1482d7d4f355c8035a54a8fe522377ed29157d2106e7589de7d47

Observation 895ad12e-bb65-4c03-be83-98ea138e07d9 · outbound

This paper cites OpenVLA: An Open-Source Vision-Language-Action Model.

MobileManiBench: Simplifying Model Verification for Mobile Manipulation OpenVLA: An Open-Source Vision-Language-Action Model

Reference 21

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source=pdf_text observed=2026-08-03T04:23:42.389410Z digest=sha256:a9beff08d070d386575e07b8ea6ca06cc1160a500b75d88896fd173f6985fa17

Observation 068327a2-2eb1-46d5-8119-3071895265b4 · outbound

This paper cites Fine-Tuning Vision-Language-Action Models: Optimizing Speed and Success.

MobileManiBench: Simplifying Model Verification for Mobile Manipulation Fine-Tuning Vision-Language-Action Models: Optimizing Speed and Success

Reference 22

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source=pdf_text observed=2026-08-03T04:23:42.494880Z digest=sha256:f5485a024ed4f4be9f17b2001441e1fee97c667844f13f9c6eaaf3cf69ee6228

Observation d38c2a55-30ef-4e5f-a63e-cb167be56822 · outbound

This paper cites CogACT: A Foundational Vision-Language-Action Model for Synergizing Cognition and Action in Robotic Manipulation.

MobileManiBench: Simplifying Model Verification for Mobile Manipulation CogACT: A Foundational Vision-Language-Action Model for Synergizing Cognition and Action in Robotic Manipulation

Reference 23

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source=pdf_text observed=2026-08-03T04:23:42.560812Z digest=sha256:c2e192d451a5f273e145315506c069b750f16e86bb80019374b3b478e011d17d

Observation 4c0ac4db-7b1a-452f-89a5-863e7d970e8b · outbound

This paper cites Scalable vision-language-action model pretraining for robotic manipulation with real-life human ac- tivity videos.arXiv preprint arXiv:2510.21571, 2025.

MobileManiBench: Simplifying Model Verification for Mobile Manipulation Scalable vision-language-action model pretraining for robotic manipulation with real-life human ac- tivity videos.arXiv preprint arXiv:2510.21571, 2025

Reference 24

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source=pdf_text observed=2026-08-03T04:23:42.640300Z digest=sha256:8268a8155cc82afdda7697f9d73fe0fccb269f342ebd6ca3634d5f78ad76d3cd

Observation 733a2c36-0940-41d6-bb0b-e1ae032eb8ca · outbound

This paper cites Vision-language foundation models as effective robot imitators.

MobileManiBench: Simplifying Model Verification for Mobile Manipulation Vision-language foundation models as effective robot imitators

Reference 25

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source=pdf_text observed=2026-08-03T04:23:42.712917Z digest=sha256:800340b0e8704d4e682002ac145e57bfe70c888a51b7c95eb476076b3e4f8273

Observation 82da3a44-8ba7-4aea-96fd-293afd4559b3 · outbound

This paper cites Evaluating Real-World Robot Manipulation Policies in Simulation.

MobileManiBench: Simplifying Model Verification for Mobile Manipulation Evaluating Real-World Robot Manipulation Policies in Simulation

Reference 26

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source=pdf_text observed=2026-08-03T04:23:42.774805Z digest=sha256:6e0b86bdfefe1646a98f0ce7cd2418718f91f832618fb1d231dba47169d8f9fb

Observation 9cbc48c5-c40d-4da3-83d5-01b272291dcb · outbound

This paper cites Unidoormanip: Learn- ing universal door manipulation policy over large-scale and diverse door manipulation environments, 2024.

MobileManiBench: Simplifying Model Verification for Mobile Manipulation Unidoormanip: Learn- ing universal door manipulation policy over large-scale and diverse door manipulation environments, 2024

Reference 27

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source=pdf_text observed=2026-08-03T04:23:42.900069Z digest=sha256:0c1afca2d8b0be802a93b74aa57d3411d9c654ef0b733a976c56cc25e2cce6eb

Observation 55f076b0-b9ef-4012-8619-fafb4076679b · outbound

This paper cites Libero: Benchmarking knowl- edge transfer for lifelong robot learning, 2023.

MobileManiBench: Simplifying Model Verification for Mobile Manipulation Libero: Benchmarking knowl- edge transfer for lifelong robot learning, 2023

Reference 28

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source=pdf_text observed=2026-08-03T04:23:42.981162Z digest=sha256:fc4d775cfd506caba3a4985287773b653cd251cbfc2e1e32b3fe6f316a526634

Observation 7bf24aab-0811-43cf-aaaa-190e59321d05 · outbound

This paper cites Visual instruction tuning.NeurIPS, 2023.

MobileManiBench: Simplifying Model Verification for Mobile Manipulation Visual instruction tuning.NeurIPS, 2023

Reference 29

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source=pdf_text observed=2026-08-03T04:23:43.111989Z digest=sha256:4791d75ae6a8cede54a0765dc44efa6e2141e306ea57c5bc96c163d7a6c10232

Observation 84ba37e4-6875-4eb4-ae7e-ec5a61809429 · outbound

This paper cites RDT-1B: A diffusion foundation model for bimanual manip- ulation.ICLR, 2025.

MobileManiBench: Simplifying Model Verification for Mobile Manipulation RDT-1B: A diffusion foundation model for bimanual manip- ulation.ICLR, 2025

Reference 30

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source=pdf_text observed=2026-08-03T04:23:43.181005Z digest=sha256:669f8605a3bb62111ae539047ed1647429b24f2bffa27b30cc88cfaedd860004

Observation 08ca0429-ef60-47ff-87b8-905d58842b55 · outbound

This paper cites Calvin: A benchmark for language- conditioned policy learning for long-horizon robot manip- ulation tasks, 2022.

MobileManiBench: Simplifying Model Verification for Mobile Manipulation Calvin: A benchmark for language- conditioned policy learning for long-horizon robot manip- ulation tasks, 2022

Reference 31

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source=pdf_text observed=2026-08-03T04:23:43.267244Z digest=sha256:ebab0886d32b538275573f05e8bd24d8cfb4bde966c730a6f463b21dd167e0de

Observation fd5e4a61-ffe0-4beb-b898-b35a6bcf21f3 · outbound

This paper cites Robocasa: Large-scale simulation of every- day tasks for generalist robots, 2024.

MobileManiBench: Simplifying Model Verification for Mobile Manipulation Robocasa: Large-scale simulation of every- day tasks for generalist robots, 2024

Reference 32

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source=pdf_text observed=2026-08-03T04:23:43.371003Z digest=sha256:a5ace6c6cd244f5b19c488d58843a2d6e168911517ad196d62309b067affb16d

Observation 4690c487-8eea-45bd-a24b-c6fd72eebce7 · outbound

This paper cites Isaac Sim.

MobileManiBench: Simplifying Model Verification for Mobile Manipulation Isaac Sim

Reference 33

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source=pdf_text observed=2026-08-03T04:23:43.430452Z digest=sha256:3d61b5b6a669ebfe30dc49f7335eefb13bdf0a7e5b110abc8075862231e8d812

Observation 30121b15-2ce0-4d6d-a51d-182786c5620b · outbound

This paper cites Open X- Embodiment: Robotic learning datasets and RT-X models.

MobileManiBench: Simplifying Model Verification for Mobile Manipulation Open X- Embodiment: Robotic learning datasets and RT-X models

Reference 34

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source=pdf_text observed=2026-08-03T04:23:43.545250Z digest=sha256:0d4c36b0bd7f79ff1bd72233a587374504ee7a8e2997a7dd8301666214c5e394

Observation 2ec56695-a7d7-4f8d-9485-00b8d32c6b76 · outbound

This paper cites SpatialVLA: Exploring Spatial Representations for Visual-Language-Action Model.

MobileManiBench: Simplifying Model Verification for Mobile Manipulation SpatialVLA: Exploring Spatial Representations for Visual-Language-Action Model

Reference 35

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source=pdf_text observed=2026-08-03T04:23:43.688985Z digest=sha256:74ee1f407dfc64bd7e14c706b09db3a894b04ca05e0709b5c6fc55871cf6716e

Observation a44ffdd7-e9d7-475b-b072-e633c8b88091 · outbound

This paper cites Xhand, 2025.https://www.robotera.

MobileManiBench: Simplifying Model Verification for Mobile Manipulation Xhand, 2025.https://www.robotera

Reference 36

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source=pdf_text observed=2026-08-03T04:23:43.857858Z digest=sha256:ad606c216cf73ff4e95a84187958f4cc3796ad246fe2633c6b467a2ae9d20bf4

Observation b7822837-d1c1-438a-bfb1-bff3d2c07223 · outbound

This paper cites Proximal policy optimization algo- rithms, 2017.

MobileManiBench: Simplifying Model Verification for Mobile Manipulation Proximal policy optimization algo- rithms, 2017

Reference 37

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source=pdf_text observed=2026-08-03T04:23:44.006582Z digest=sha256:fbb14aa4cb83e8aad47e8b82f4dfdbd878e57d97c15a0989484337a18adc954c

Observation e58dab69-31a4-44dc-be8c-d996d4983d8e · outbound

This paper cites MemoryVLA: Perceptual-Cognitive Memory in Vision-Language-Action Models for Robotic Manipulation.

MobileManiBench: Simplifying Model Verification for Mobile Manipulation MemoryVLA: Perceptual-Cognitive Memory in Vision-Language-Action Models for Robotic Manipulation

Reference 38

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source=pdf_text observed=2026-08-03T04:23:44.170131Z digest=sha256:80acffe881f8ae37abcd380256305063c29e3c427055dd1a5d48a8fb09e336b2

Observation df07c3a6-b961-4c69-b7c9-f3db558a4d7d · outbound

This paper cites PaliGemma 2: A Family of Versatile VLMs for Transfer.

MobileManiBench: Simplifying Model Verification for Mobile Manipulation PaliGemma 2: A Family of Versatile VLMs for Transfer

Reference 39

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source=pdf_text observed=2026-08-03T04:23:44.340165Z digest=sha256:38b9d828224e5d90b7aefe587082dac53674c6c1f496b6af1954d6279cd96923

Observation c82c01ef-6061-46f5-9833-90dc18306986 · outbound

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

MobileManiBench: Simplifying Model Verification for Mobile Manipulation Gemini: A Family of Highly Capable Multimodal Models

Reference 40

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source=pdf_text observed=2026-08-03T04:23:44.543256Z digest=sha256:b859759fb3a913af900de996d02efb1cb89be032e6aa49a33141bf55111e57b2

Observation b1f990a2-b3ed-4f7c-a134-ca6aedc15e02 · outbound

This paper cites Gemma 2: Improving Open Language Models at a Practical Size.

MobileManiBench: Simplifying Model Verification for Mobile Manipulation Gemma 2: Improving Open Language Models at a Practical Size

Reference 41

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source=pdf_text observed=2026-08-03T04:23:44.702390Z digest=sha256:cb41d3d80b2b4bac547eafe2614a27ef37cd978bdfd1c986d4dd981dc038ba9a

Observation b0e8904a-9ac5-44f0-8821-07a693116c4b · outbound

This paper cites Gemini Robotics: Bringing AI into the Physical World.

MobileManiBench: Simplifying Model Verification for Mobile Manipulation Gemini Robotics: Bringing AI into the Physical World

Reference 42

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source=pdf_text observed=2026-08-03T04:23:44.846571Z digest=sha256:93b7d3e4700e8005b5045ac83853697a5d4948bf9aa533fcfabc870f4fb52b0d

Observation 7179cdfb-6a06-49db-9307-5db2d3c6171a · outbound

This paper cites Genie sim assets.https://github.

MobileManiBench: Simplifying Model Verification for Mobile Manipulation Genie sim assets.https://github

Reference 43

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source=pdf_text observed=2026-08-03T04:23:45.017158Z digest=sha256:63e56369cdf8e07448d2c29886da321c21fa75de29a0a9b2f0bd8bdc5386fbaf

Observation c6bfabef-7dd7-454e-8b2a-47354a1c2086 · outbound

This paper cites Octo: An Open-Source Generalist Robot Policy.

MobileManiBench: Simplifying Model Verification for Mobile Manipulation Octo: An Open-Source Generalist Robot Policy

Reference 44

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source=pdf_text observed=2026-08-03T04:23:45.174662Z digest=sha256:59fb7eb485409d5a57d0036e9bbf54a231bb6012180ec97411e31795acee45c8

Observation 3b355165-609a-4851-80ec-2e3b514b27ff · outbound

This paper cites Grutopia: Dream general robots in a city at scale, 2024.

MobileManiBench: Simplifying Model Verification for Mobile Manipulation Grutopia: Dream general robots in a city at scale, 2024

Reference 45

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source=pdf_text observed=2026-08-03T04:23:45.343069Z digest=sha256:bcfb4805ab4acb716ee1b894c103b45b9bb0c73824466e59501df54fee18fb9b

Observation a54053fa-20cc-4bd7-8c29-809334e92758 · outbound

This paper cites Trtm: Template-based reconstruction and target-oriented manipulation of crumpled cloths, 2024.

MobileManiBench: Simplifying Model Verification for Mobile Manipulation Trtm: Template-based reconstruction and target-oriented manipulation of crumpled cloths, 2024

Reference 46

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source=pdf_text observed=2026-08-03T04:23:45.505402Z digest=sha256:12a1e699bdfcf61063a3017c20f8e6541d2f89f0ce69b400ec43c182bebb2618

Observation 47d6f0b8-bdc5-4ed6-a461-a310ec941f0d · outbound

This paper cites Unigrasptransformer: Simplified policy distillation for scalable dexterous robotic grasping, 2025.

MobileManiBench: Simplifying Model Verification for Mobile Manipulation Unigrasptransformer: Simplified policy distillation for scalable dexterous robotic grasping, 2025

Reference 47

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source=pdf_text observed=2026-08-03T04:23:45.659793Z digest=sha256:5ee6ba47388e8b378f86d0748d222b8864f843c6c9b6f05aaa0b20d5e7916ecc

Observation 290bd683-3ae9-4992-81a2-33e6ab46285a · outbound

This paper cites Unified Vision-Language-Action Model.

MobileManiBench: Simplifying Model Verification for Mobile Manipulation Unified Vision-Language-Action Model

Reference 48

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source=pdf_text observed=2026-08-03T04:23:45.812263Z digest=sha256:61012a05b11db55dc3f8f46064069d38967703d3dd71eb1f2678a7186d588be8

Observation a6fba48e-714f-43a1-aaf9-4249d9482677 · outbound

This paper cites DexVLA: Vision-language model with plug-in diffusion expert for general robot control.

MobileManiBench: Simplifying Model Verification for Mobile Manipulation DexVLA: Vision-language model with plug-in diffusion expert for general robot control

Reference 49

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source=pdf_text observed=2026-08-03T04:23:46.008207Z digest=sha256:1901879786106f902a93828a7f68bfb1b23feb69f3d1f4fb08d5703fee39eedf

Observation 98bfac77-7884-4c8f-99ae-8490b736ee86 · outbound

This paper cites Guibas, Jingwei Xiao, Hao Dong, Ye Yuan, et al.

MobileManiBench: Simplifying Model Verification for Mobile Manipulation Guibas, Jingwei Xiao, Hao Dong, Ye Yuan, et al

Reference 50

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source=pdf_text observed=2026-08-03T04:23:46.158947Z digest=sha256:abd7513fe951463df7f7e2832df1c4a18fd97fc98e072745393151498a2e6d1c

Observation 30c057d6-9b36-427a-80bd-8f89afb303b7 · outbound

This paper cites Magma: A foundation model for multi- modal ai agents.

MobileManiBench: Simplifying Model Verification for Mobile Manipulation Magma: A foundation model for multi- modal ai agents

Reference 51

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source=pdf_text observed=2026-08-03T04:23:46.357257Z digest=sha256:8ff53d01510b72c52b2c436140867455f16476c580e371be8444e56d32bf9dcc

Observation ac3346b9-5590-423d-a819-85176ea8f95b · outbound

This paper cites GraspXL: Generating grasping motions for di- verse objects at scale.

MobileManiBench: Simplifying Model Verification for Mobile Manipulation GraspXL: Generating grasping motions for di- verse objects at scale

Reference 52

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source=pdf_text observed=2026-08-03T04:23:46.518750Z digest=sha256:9f9a473aaeca17b99395648ad2a28ac88b599f6bcb422284147a22a0d391e2a4

Observation f2b20a0c-c84b-435a-8d86-d675f3244ce2 · outbound

This paper cites Vlabench: A large-scale benchmark for language-conditioned robotics manipulation with long-horizon reasoning tasks, 2024.

MobileManiBench: Simplifying Model Verification for Mobile Manipulation Vlabench: A large-scale benchmark for language-conditioned robotics manipulation with long-horizon reasoning tasks, 2024

Reference 53

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source=pdf_text observed=2026-08-03T04:23:46.685217Z digest=sha256:63be59c40cac0ac01aa62bcd3e291c54c32bd5c2b1d548214dd67f280ac0ebd1

Observation bc46ae13-5082-4edd-9586-146c28c58d4b · outbound

This paper cites DreamVLA: A Vision-Language-Action Model Dreamed with Comprehensive World Knowledge.

MobileManiBench: Simplifying Model Verification for Mobile Manipulation DreamVLA: A Vision-Language-Action Model Dreamed with Comprehensive World Knowledge

Reference 54

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source=pdf_text observed=2026-08-03T04:23:46.843888Z digest=sha256:4f117938877e6f09cf8ae37e41715faec8cf5e94bdff63a47561f6275c54b0a8

Observation 80b8b32f-54cc-4456-8ea7-3ee7081371a5 · outbound

This paper cites Humanoid everyday: A compre- hensive robotic dataset for open-world humanoid manipula- tion, 2025.

MobileManiBench: Simplifying Model Verification for Mobile Manipulation Humanoid everyday: A compre- hensive robotic dataset for open-world humanoid manipula- tion, 2025

Reference 55

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source=pdf_text observed=2026-08-03T04:23:46.916418Z digest=sha256:ab6241fba6b30d29976c557f58b12dc84df58855b3c4e035489cf525d4480d52

Observation 6706c27c-4f93-4c36-8990-a3fb88b0eab3 · outbound

This paper cites X-VLA: Soft-Prompted Transformer as Scalable Cross-Embodiment Vision-Language-Action Model.

MobileManiBench: Simplifying Model Verification for Mobile Manipulation X-VLA: Soft-Prompted Transformer as Scalable Cross-Embodiment Vision-Language-Action Model

Reference 56

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source=pdf_text observed=2026-08-03T04:23:46.992828Z digest=sha256:035af173d3ba8259961c1554df021952c134538acdb157dda4668de17d7f5cb4

Observation 4ecb38e5-09cc-4b0a-8ef3-27ead2d2048b · outbound

This paper cites DexGraspVLA: A vision-language-action framework towards general dexterous grasping.arXiv:2502.20900,.

MobileManiBench: Simplifying Model Verification for Mobile Manipulation DexGraspVLA: A vision-language-action framework towards general dexterous grasping.arXiv:2502.20900,

Reference 57

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source=pdf_text observed=2026-08-03T04:23:47.085239Z digest=sha256:3a82a3abd5b60d98b937960cc038cfe10705fdf96f603393cbc044aec088a6c9

Observation 3a808104-ad43-43ab-9c47-6023d8e8240e · outbound

This paper cites robosuite: A Modular Simulation Framework and Benchmark for Robot Learning.

MobileManiBench: Simplifying Model Verification for Mobile Manipulation robosuite: A Modular Simulation Framework and Benchmark for Robot Learning

Reference 58

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source=pdf_text observed=2026-08-03T04:23:47.170892Z digest=sha256:0c3474d42041d21898574461bca8719c94c76aca5abfab76eb71f0b0c45528a6

Observation 19dff887-c558-486b-a5de-f891a0a77429 · outbound

This paper cites <skill> <object>.

MobileManiBench: Simplifying Model Verification for Mobile Manipulation <skill> <object>

Reference 59

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malformed identifier
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source=pdf_text observed=2026-08-03T04:23:47.233088Z digest=sha256:8833094597cf36da41a512ec96fd8b9f71c245e66e7a610931d9266682f7045f

Pith citing papers

Observation 9214d585-35cf-43fa-81fb-5ebf12d58bcf · inbound

AnnotateAnything: Automatic Annotation of 3D Assets for Robot Manipulation cites this paper.

AnnotateAnything: Automatic Annotation of 3D Assets for Robot Manipulation MobileManiBench: Simplifying Model Verification for Mobile Manipulation

Reference 31

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verified exact
local_arxiv, observed 2026-07-03T20:38:55.439711Z

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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-06-27T01:15:50.904741Z digest=sha256:50e83512d6685737c75b7bea9e425c5ba1042e33e5097c2af929797896a5e57a