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Paper Citation Record · LEDGER

Robix: A Unified Model for Robot Interaction, Reasoning and Planning

As of 18 August 2026, this Paper Citation Record lists 100 of 121 outbound references and 11 inbound Pith citation observations for arXiv:2509.01106.

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

pith.paper-citation-record.v1
2509.01106 v2

Coverage vector

measured 100 of 121 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T12:59:14.995680Z

measured 111 of 111 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 11 of 11 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-08T00:50:24.245044Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-06-29T00:12:50.440895Z

Reference resolution

100 of 121 outbound references displayed

  • verified exact2
  • verified fuzzy8
  • unresolved89
  • parse uncertain1
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e3946b7e-d836-4113-8cb1-a974e2622cf4 · outbound

This paper cites Do As I Can, Not As I Say: Grounding Language in Robotic Affordances.

Robix: A Unified Model for Robot Interaction, Reasoning and Planning Do As I Can, Not As I Say: Grounding Language in Robotic Affordances

Reference 1

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source=pdf_text observed=2026-08-05T12:59:01.275527Z digest=sha256:663cdc8e459c87d0c21329d21893576f5486da1f89f01d98e8642f64e35be8bc

Observation 16cb9f9d-0c5f-409e-9366-6f621e68af10 · outbound

This paper cites Cosmos-Reason1: From Physical Common Sense To Embodied Reasoning.

Robix: A Unified Model for Robot Interaction, Reasoning and Planning Cosmos-Reason1: From Physical Common Sense To Embodied Reasoning

Reference 2

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source=pdf_text observed=2026-08-05T12:59:01.337742Z digest=sha256:efb04d5124f62e4e0608e16c45c2fe5f85e3a233b8dc1fc49e4e5729efd8c0f8

Observation 740f2915-9113-4947-80c2-24ba394928d5 · outbound

This paper cites Qwen2.5-VL Technical Report.

Robix: A Unified Model for Robot Interaction, Reasoning and Planning Qwen2.5-VL Technical Report

Reference 3

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source=pdf_text observed=2026-08-05T12:59:01.472388Z digest=sha256:d6ff14ab116a1693e599479ad7ed8c28e93fa00607ebea33eba078912a2ef451

Observation 2cefbaea-4519-4525-acd1-18cfbc10adc9 · outbound

This paper cites ARKitscenes: A diverse real-world dataset for 3d indoor scene understanding using mobile RGB-d data.

Robix: A Unified Model for Robot Interaction, Reasoning and Planning ARKitscenes: A diverse real-world dataset for 3d indoor scene understanding using mobile RGB-d data

Reference 4

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source=pdf_text observed=2026-08-05T12:59:01.585622Z digest=sha256:8bf13b3991dfeaa95e3ff549c727e10d0153035f2d2f1499053bde647835b742

Observation d8e65175-1124-49bd-be29-b730109d504c · outbound

This paper cites RT-H: Action Hierarchies Using Language.

Robix: A Unified Model for Robot Interaction, Reasoning and Planning RT-H: Action Hierarchies Using Language

Reference 5

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source=pdf_text observed=2026-08-05T12:59:01.688170Z digest=sha256:48d6e820122a372e8cdaa90f68b3e3a424f76e36c4d3d783ce79031caed0c148

Observation 96c5b96b-2e05-44ec-932b-723806dee997 · outbound

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

Robix: A Unified Model for Robot Interaction, Reasoning and Planning AgiBot World Colosseo: A Large-scale Manipulation Platform for Scalable and Intelligent Embodied Systems

Reference 6

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source=pdf_text observed=2026-08-05T12:59:01.816963Z digest=sha256:39662dfca87e516cde590b446ff1b773b3c6a9c309d25a9e71b97485413e787f

Observation 57a30a8f-f048-49f8-ad26-82e3fa535725 · outbound

This paper cites GR-3 Technical Report.

Robix: A Unified Model for Robot Interaction, Reasoning and Planning GR-3 Technical Report

Reference 7

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source=pdf_text observed=2026-08-05T12:59:01.954600Z digest=sha256:9c84a737d29940e37b7cc140ef68ef77345728f2af78a84e14824660efc82f94

Observation 347d0f17-a116-4e37-9d7f-8a777b4109dd · outbound

This paper cites NaVILA: Legged Robot Vision-Language-Action Model for Navigation.

Robix: A Unified Model for Robot Interaction, Reasoning and Planning NaVILA: Legged Robot Vision-Language-Action Model for Navigation

Reference 8

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source=pdf_text observed=2026-08-05T12:59:02.133626Z digest=sha256:0465a4dc752b3aefd480450a42d8bf5670a3d37770360b0257921a47bfdce29c

Observation a699e3ba-a553-4fbb-967d-c5d1cc42bf93 · outbound

This paper cites SimpleVQA: Multimodal Factuality Evaluation for Multimodal Large Language Models.

Robix: A Unified Model for Robot Interaction, Reasoning and Planning SimpleVQA: Multimodal Factuality Evaluation for Multimodal Large Language Models

Reference 9

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source=pdf_text observed=2026-08-05T12:59:02.279885Z digest=sha256:e9494d0cb4d88ddbf3f6a32987502d46669b4358205ed596cac24d348cc5ed51

Observation 4e77cdef-09f6-4006-8025-a7bc9eefefa6 · outbound

This paper cites Universal manipulation interface: In-the-wild robot teaching without in-the-wild robots.

Robix: A Unified Model for Robot Interaction, Reasoning and Planning Universal manipulation interface: In-the-wild robot teaching without in-the-wild robots

Reference 10

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source=pdf_text observed=2026-08-05T12:59:02.437002Z digest=sha256:a0375bc2a37db6a62034936a3fba0506ba9f8d08e73e145fe1c200d64185c780

Observation 878cd1b2-b2a0-4334-b799-637ce9755adb · outbound

This paper cites One to rule them all: natural language to bind communication, perception and action.

Robix: A Unified Model for Robot Interaction, Reasoning and Planning One to rule them all: natural language to bind communication, perception and action

Reference 11

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source=pdf_text observed=2026-08-05T12:59:02.588288Z digest=sha256:74e62d055132b6a9e616eb04ba6a7a7ec20b2e094974c6c6ccf47f59724e3044

Observation 1d0b47da-3f8a-448c-871d-b781f4305bf1 · outbound

This paper cites Scannet: Richly-annotated 3d reconstructions of indoor scenes.

Robix: A Unified Model for Robot Interaction, Reasoning and Planning Scannet: Richly-annotated 3d reconstructions of indoor scenes

Reference 12

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source=pdf_text observed=2026-08-05T12:59:02.692534Z digest=sha256:9cd92fcf23a5c6e2565bfc49b93fe33083abd6412b6b858196fd328fd6763434

Observation ed4eb19b-9770-48c3-a129-36c3b56d80b5 · outbound

This paper cites RACER: Rich Language-Guided Failure Recovery Policies for Imitation Learning.

Robix: A Unified Model for Robot Interaction, Reasoning and Planning RACER: Rich Language-Guided Failure Recovery Policies for Imitation Learning

Reference 13

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source=pdf_text observed=2026-08-05T12:59:02.830306Z digest=sha256:5b50cd209871d5efc23c75b4b51f9b24ef893f1477ee3cd96ac5dccaaa90f2eb

Observation 42fe07ab-b146-46c4-a5f9-adf6a9a5b444 · outbound

This paper cites Molmo and pixmo: Open weights and open data for state-of-the-art multimodal models.arXiv e-prints, pages arXiv–2409, 2024.

Robix: A Unified Model for Robot Interaction, Reasoning and Planning Molmo and pixmo: Open weights and open data for state-of-the-art multimodal models.arXiv e-prints, pages arXiv–2409, 2024

Reference 14

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source=pdf_text observed=2026-08-05T12:59:02.958705Z digest=sha256:14fbc99cf631f5dbfc4ceb3aa9030dbc50d63e2987c678c12c555bacefd7ca4c

Observation f3d1c122-fe38-466e-bfde-f12167d707ba · outbound

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

Robix: A Unified Model for Robot Interaction, Reasoning and Planning Palm-e: An embodied multimodal language model

Reference 15

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source=pdf_text observed=2026-08-05T12:59:03.096091Z digest=sha256:3e9ad3b63e9c1d253444b2919a2def000d19988e7183e9297b59b226a22fdd58

Observation a5c5abfc-ee71-4690-89f2-93553de024b1 · outbound

This paper cites an unresolved cited work.

Robix: A Unified Model for Robot Interaction, Reasoning and Planning Unresolved cited work

Reference 16

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source=pdf_text observed=2026-08-05T12:59:03.234127Z digest=sha256:cb633e6c192c904708a2a1be04690cabde5f567a19640e60952095afb0332b16

Observation fec17863-6692-4e7c-ac09-bfc918ad9ed1 · outbound

This paper cites Manipulate-Anything: Automating Real-World Robots using Vision-Language Models.

Robix: A Unified Model for Robot Interaction, Reasoning and Planning Manipulate-Anything: Automating Real-World Robots using Vision-Language Models

Reference 17

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source=pdf_text observed=2026-08-05T12:59:03.378073Z digest=sha256:887ab9dd7cc29dbc76d170e65f05407177ee29e12bfcb59e5b1d2f099e57be06

Observation aa0ca7aa-a81d-43a5-ba0b-89fa84c15f9e · outbound

This paper cites MME-Survey: A Comprehensive Survey on Evaluation of Multimodal LLMs.

Robix: A Unified Model for Robot Interaction, Reasoning and Planning MME-Survey: A Comprehensive Survey on Evaluation of Multimodal LLMs

Reference 18

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source=pdf_text observed=2026-08-05T12:59:03.490856Z digest=sha256:83714ec6409a7dd2fc575759322267e1396cb02c9accbf4f7503ce2f01eb5110

Observation 3a609bc7-97b5-44d2-b2d1-1115b41c63fc · outbound

This paper cites Video-mme: The first-ever comprehensive evaluation benchmark of multi-modal llms in video analysis.

Robix: A Unified Model for Robot Interaction, Reasoning and Planning Video-mme: The first-ever comprehensive evaluation benchmark of multi-modal llms in video analysis

Reference 19

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source=pdf_text observed=2026-08-05T12:59:03.646395Z digest=sha256:ff004597a6b5941935a0defffd889dc5d3a7a7c62b6d922e3b334d80c6d2491a

Observation c3ea131f-9ff6-4431-80fe-a3a6afa09348 · outbound

This paper cites Blink: Multimodal large language models can see but not perceive.

Robix: A Unified Model for Robot Interaction, Reasoning and Planning Blink: Multimodal large language models can see but not perceive

Reference 20

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source=pdf_text observed=2026-08-05T12:59:03.814310Z digest=sha256:950c30c6e93cca0012ead2419ed27b0b467ff2c31b4d169dfa3e5a744a121e30

Observation 7dafc7ce-6729-4e8a-ab0d-b233912a5db9 · outbound

This paper cites Seedream 2.0: A native chinese-english bilingual image generation foundation model, 2025.

Robix: A Unified Model for Robot Interaction, Reasoning and Planning Seedream 2.0: A native chinese-english bilingual image generation foundation model, 2025

Reference 21

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source=pdf_text observed=2026-08-05T12:59:03.946357Z digest=sha256:9372c5c206f38cd4ca34d9a7b3959015d3ad9d42a1eeaff8ce18005523642ea6

Observation 99c3fffb-f4e4-48a3-9843-11616ab91024 · outbound

This paper cites Ego4d: Around the world in 3,000 hours of egocentric video.

Robix: A Unified Model for Robot Interaction, Reasoning and Planning Ego4d: Around the world in 3,000 hours of egocentric video

Reference 22

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source=pdf_text observed=2026-08-05T12:59:04.073445Z digest=sha256:e73f7f18d5a900088c32a04d914c415edf4c2775d66c52f90c75f46a15b4aad3

Observation 1aae740f-9574-4429-abcf-3ab4d6a477ab · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

Robix: A Unified Model for Robot Interaction, Reasoning and Planning DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 23

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source=pdf_text observed=2026-08-05T12:59:04.246189Z digest=sha256:e61a8ec6344ac3f16a4c1271a1841ff895f956e50889e95730469262a509c669

Observation cef2c61f-7ab2-4e5c-9639-9b34512f8f88 · outbound

This paper cites Seed1.5-VL Technical Report.

Robix: A Unified Model for Robot Interaction, Reasoning and Planning Seed1.5-VL Technical Report

Reference 24

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source=pdf_text observed=2026-08-05T12:59:04.402669Z digest=sha256:6e24d8fb774cff48fb9678e85f237aa13ffe3f951853ef9462236d3209dfac7a

Observation 3ca97fac-e162-4486-968d-e7f27d911221 · outbound

This paper cites Lvis: A dataset for large vocabulary instance segmentation.

Robix: A Unified Model for Robot Interaction, Reasoning and Planning Lvis: A dataset for large vocabulary instance segmentation

Reference 25

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source=pdf_text observed=2026-08-05T12:59:04.516363Z digest=sha256:2e2db01cb9667f1b78b9dcb624d5d8ea8406bf22ff8b6a67da4b3dd5150149fa

Observation 1907c8b7-3f81-4dd4-82fe-5c89bff49bc8 · outbound

This paper cites GLM-4.5V and GLM-4.1V-Thinking: Towards Versatile Multimodal Reasoning with Scalable Reinforcement Learning.

Robix: A Unified Model for Robot Interaction, Reasoning and Planning GLM-4.5V and GLM-4.1V-Thinking: Towards Versatile Multimodal Reasoning with Scalable Reinforcement Learning

Reference 26

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source=pdf_text observed=2026-08-05T12:59:04.675140Z digest=sha256:42036f19e5bb890151767e701fab913b0fda157f87fd8e3c38286a706767fa44

Observation 8b708a0c-296f-48a0-99a5-058dcc89d245 · outbound

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

Robix: A Unified Model for Robot Interaction, Reasoning and Planning EgoDex: Learning Dexterous Manipulation from Large-Scale Egocentric Video

Reference 27

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source=pdf_text observed=2026-08-05T12:59:04.733938Z digest=sha256:864b4c1ff6cdea8a0de50fae5d357fd1eaec030a536a7f347e25eeedf43a02a9

Observation 88f04f39-f3ec-466f-96fc-c4487bb4d52b · outbound

This paper cites Look Before You Leap: Unveiling the Power of GPT-4V in Robotic Vision-Language Planning.

Robix: A Unified Model for Robot Interaction, Reasoning and Planning Look Before You Leap: Unveiling the Power of GPT-4V in Robotic Vision-Language Planning

Reference 28

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source=pdf_text observed=2026-08-05T12:59:04.852667Z digest=sha256:ee80f9e7c31bac136b8fed3fadfe4c3b56ebb02c6ea69183cdddd4d4c6222324

Observation 9fa75e1c-e39b-4eb7-a76f-8ab1073f20e0 · outbound

This paper cites Inner Monologue: Embodied Reasoning through Planning with Language Models.

Robix: A Unified Model for Robot Interaction, Reasoning and Planning Inner Monologue: Embodied Reasoning through Planning with Language Models

Reference 29

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source=pdf_text observed=2026-08-05T12:59:05.012677Z digest=sha256:91fb759d8736132fe57865e8b3a0dff8011d201150c5b526ce699b771cad4b04

Observation 4bd2ddcc-9ba9-4217-b1c4-6ba3a8ece33d · outbound

This paper cites GPT-4o System Card.

Robix: A Unified Model for Robot Interaction, Reasoning and Planning GPT-4o System Card

Reference 30

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source=pdf_text observed=2026-08-05T12:59:05.169289Z digest=sha256:8b0fddda9963752234d361d26bb99adbd00f987f639f0b2bca2ab5221e80050f

Observation 0ecd514b-6dc5-4ef0-8e4b-ceb8e9978819 · outbound

This paper cites Egotaskqa: Understanding human tasks in egocentric videos.

Robix: A Unified Model for Robot Interaction, Reasoning and Planning Egotaskqa: Understanding human tasks in egocentric videos

Reference 31

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source=pdf_text observed=2026-08-05T12:59:05.287162Z digest=sha256:fd6c01fca2a5443daee384916fd2adc3e4fa38896a20f1ec0e60e8512e1a3eb5

Observation 9e5f622c-3afa-44f4-ab52-397b52810164 · outbound

This paper cites DROID: A Large-Scale In-The-Wild Robot Manipulation Dataset.

Robix: A Unified Model for Robot Interaction, Reasoning and Planning DROID: A Large-Scale In-The-Wild Robot Manipulation Dataset

Reference 32

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source=pdf_text observed=2026-08-05T12:59:05.391486Z digest=sha256:fe945a5bff517846119c5ad1738a8474a86be32d9b0622d63433fd5c91d954a0

Observation 765ddf6c-2894-427a-b390-edc6697eff64 · outbound

This paper cites Kingma and Jimmy Ba.

Robix: A Unified Model for Robot Interaction, Reasoning and Planning Kingma and Jimmy Ba

Reference 33

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source=pdf_text observed=2026-08-05T12:59:05.549751Z digest=sha256:4ee1afc5acd891d02e4b42a4fa4f89adb596816279f5d8a5999cd7d4e518d9db

Observation 7b74e280-3af4-4bc7-9ce3-b355ac68b416 · outbound

This paper cites ERQA: Edge-Restoration Quality Assessment for Video Super-Resolution.

Robix: A Unified Model for Robot Interaction, Reasoning and Planning ERQA: Edge-Restoration Quality Assessment for Video Super-Resolution

Reference 34

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local_arxiv, observed 2026-08-05T12:59:17.838404Z

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No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-05T12:59:05.717695Z digest=sha256:81e372f8276765e22ac0882bef0c13443191f03706f33916c12affe9f955a3c8

Observation cbc0f4ef-bce1-440f-ab87-b6434552034d · outbound

This paper cites Cubify anything: Scaling indoor 3d object detection.

Robix: A Unified Model for Robot Interaction, Reasoning and Planning Cubify anything: Scaling indoor 3d object detection

Reference 35

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source=pdf_text observed=2026-08-05T12:59:05.862320Z digest=sha256:b70336ddaccc24fbd21bf73f1cbb2a4752633bb3a55be94962dfda2ca3bbb2dd

Observation 47fbe0a5-24cb-43fc-b46a-7c623c0f7bcc · outbound

This paper cites Evolvenav: Self-improving embodied reasoning for llm-based vision-language navigation.

Robix: A Unified Model for Robot Interaction, Reasoning and Planning Evolvenav: Self-improving embodied reasoning for llm-based vision-language navigation

Reference 36

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source=pdf_text observed=2026-08-05T12:59:06.015691Z digest=sha256:5de84319218ecb54c938244258bffad792631fff4d39ca6e444734a033aca35b

Observation 1997f8ab-9e58-4374-a91b-115e0a234ea7 · outbound

This paper cites Visual spatial reasoning.Transactions of the Association for Computational Linguistics, 11:635–651, 2023.

Robix: A Unified Model for Robot Interaction, Reasoning and Planning Visual spatial reasoning.Transactions of the Association for Computational Linguistics, 11:635–651, 2023

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source=pdf_text observed=2026-08-05T12:59:06.184536Z digest=sha256:9cc43bf40eb7e93ab727c88bc1848655f61e5de62ded4b362a1bc9706f375081

Observation 3a097d02-edbe-4c27-9f9e-f92ebe6666e9 · outbound

This paper cites Interactive Robot Learning from Verbal Correction.

Robix: A Unified Model for Robot Interaction, Reasoning and Planning Interactive Robot Learning from Verbal Correction

Reference 38

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source=pdf_text observed=2026-08-05T12:59:06.299966Z digest=sha256:531656e8784d2b0d3df67707139df3bcba7b76f1a002627ebcd0b6ac92ff188c

Observation 161fceba-5e13-4c5c-bea0-3232da40bec5 · outbound

This paper cites VisualWebBench: How Far Have Multimodal LLMs Evolved in Web Page Understanding and Grounding?.

Robix: A Unified Model for Robot Interaction, Reasoning and Planning VisualWebBench: How Far Have Multimodal LLMs Evolved in Web Page Understanding and Grounding?

Reference 39

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source=pdf_text observed=2026-08-05T12:59:06.413484Z digest=sha256:be1e16870b04190e6caadbcf6ec77f6db752e004f8088dfcaaf11634c33af605

Observation 1e0e62cd-b014-46db-8553-e43c4c171b21 · outbound

This paper cites Mmbench: Is your multi-modal model an all-around player? InEuropean conference on computer vision, pages 216–233.

Robix: A Unified Model for Robot Interaction, Reasoning and Planning Mmbench: Is your multi-modal model an all-around player? InEuropean conference on computer vision, pages 216–233

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source=pdf_text observed=2026-08-05T12:59:06.506855Z digest=sha256:a1312ec94e9a30f4bfee86d98a9d2c10433ad7d5367905ae93b9c5270bce07eb

Observation 84a403b4-b08e-4766-b7cb-31f546c00968 · outbound

This paper cites Decoupled weight decay regularization.

Robix: A Unified Model for Robot Interaction, Reasoning and Planning Decoupled weight decay regularization

Reference 41

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source=pdf_text observed=2026-08-05T12:59:06.681885Z digest=sha256:f0d7698830b140fa42768291476fd00409f22033b79f8098162140865a0ba341

Observation 1cccec60-3cb8-4150-86aa-5e14d028f18e · outbound

This paper cites MathVista: Evaluating Mathematical Reasoning of Foundation Models in Visual Contexts.

Robix: A Unified Model for Robot Interaction, Reasoning and Planning MathVista: Evaluating Mathematical Reasoning of Foundation Models in Visual Contexts

Reference 42

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source=pdf_text observed=2026-08-05T12:59:06.825188Z digest=sha256:7d41c9441d5f12ce7ea3ed8b1324ef6556d6cc0b61d620a6db34c750825092de

Observation eec8f99f-ef83-401c-a577-f590446e0983 · outbound

This paper cites Openeqa: Embodied question answering in the era of foundation models.

Robix: A Unified Model for Robot Interaction, Reasoning and Planning Openeqa: Embodied question answering in the era of foundation models

Reference 43

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source=pdf_text observed=2026-08-05T12:59:06.954473Z digest=sha256:2378db9d9777d7d4a5540f111631dc05bb07c7f3f5ef674a61193bf5dda82100

Observation 93f56d19-f190-476a-8346-2c0e7e608e1a · outbound

This paper cites Egoschema: A diagnostic benchmark for very long-form video language understanding.Advances in Neural Information Processing Systems, 36:46212–46244, 2023.

Robix: A Unified Model for Robot Interaction, Reasoning and Planning Egoschema: A diagnostic benchmark for very long-form video language understanding.Advances in Neural Information Processing Systems, 36:46212–46244, 2023

Reference 44

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source=pdf_text observed=2026-08-05T12:59:07.093528Z digest=sha256:04509fa5c290d571cef310710dfdfa12ecfa31b24e005b13b5ca0c65497a2be1

Observation 841923df-ec75-44db-8fab-4da7da6f2695 · outbound

This paper cites Learning to parse natural language commands to a robot control system.

Robix: A Unified Model for Robot Interaction, Reasoning and Planning Learning to parse natural language commands to a robot control system

Reference 45

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source=pdf_text observed=2026-08-05T12:59:07.220897Z digest=sha256:d733e363c7123d128185caa09ed0c88810b3d49558841b3f472c86d35e71d2ef

Observation 6215af04-1e62-4c06-8691-0b3962c83f18 · outbound

This paper cites Is feedback all you need? leveraging natural language feedback in goal-conditioned rl.

Robix: A Unified Model for Robot Interaction, Reasoning and Planning Is feedback all you need? leveraging natural language feedback in goal-conditioned rl

Reference 46

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source=pdf_text observed=2026-08-05T12:59:07.342984Z digest=sha256:ecb6436d76a3a81f8a8b3b8d31515082685dd87b2d30a07e6ccab677dc86a024

Observation 6d6d9773-67ed-4d07-b990-9c072a628796 · outbound

This paper cites Replanvlm: Replanning robotic tasks with visual language models.

Robix: A Unified Model for Robot Interaction, Reasoning and Planning Replanvlm: Replanning robotic tasks with visual language models

Reference 47

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source=pdf_text observed=2026-08-05T12:59:07.441350Z digest=sha256:3c040205ff9244a8bb1475d3e8de74b333a351405fe7c022c465dfd05d690aa1

Observation 3956df26-9c4d-4595-a7e5-5367d4bb48ed · outbound

This paper cites Learning neuro-symbolic programs for language guided robot manipulation.

Robix: A Unified Model for Robot Interaction, Reasoning and Planning Learning neuro-symbolic programs for language guided robot manipulation

Reference 48

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source=pdf_text observed=2026-08-05T12:59:07.580936Z digest=sha256:0e5d76e4b8980b02e80a867bc217b0195e92e3aa0eec690f76f577b473352e30

Observation 48f608a2-f80e-41b4-a83a-3b1f9bc6ea82 · outbound

This paper cites Inferring compact representations for efficient natural language understanding of robot instructions.

Robix: A Unified Model for Robot Interaction, Reasoning and Planning Inferring compact representations for efficient natural language understanding of robot instructions

Reference 49

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source=pdf_text observed=2026-08-05T12:59:07.745114Z digest=sha256:8e38d81101f1bdcf2e204afd22186baea3eb2c0af4c0a97b342e64f5d073895d

Observation c3ad3db6-bf3a-49b0-b0de-4e15bbfde9be · outbound

This paper cites UI-TARS: Pioneering Automated GUI Interaction with Native Agents.

Robix: A Unified Model for Robot Interaction, Reasoning and Planning UI-TARS: Pioneering Automated GUI Interaction with Native Agents

Reference 50

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source=pdf_text observed=2026-08-05T12:59:07.911059Z digest=sha256:de047ab0377cdb244f13f77b7fab890db7ed2efc4e5f62b576b5324c0f84270b

Observation 03c2ca66-e163-49f2-b2f2-e9355f092bbd · outbound

This paper cites Sat: Dynamic spatial aptitude training for multimodal language models.

Robix: A Unified Model for Robot Interaction, Reasoning and Planning Sat: Dynamic spatial aptitude training for multimodal language models

Reference 51

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source=pdf_text observed=2026-08-05T12:59:08.068509Z digest=sha256:6014e20f054096869657eb4f92c02666a6e61405f78eb5ee14377c3cce7d2182

Observation 375c6a84-e61f-48d3-b27b-bc4a21b4f5f4 · outbound

This paper cites Robovqa: Multimodal long-horizon reasoning for robotics.

Robix: A Unified Model for Robot Interaction, Reasoning and Planning Robovqa: Multimodal long-horizon reasoning for robotics

Reference 52

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source=pdf_text observed=2026-08-05T12:59:08.185835Z digest=sha256:c32d189eb0723a88870411bc24a75bfcf16986ee485a9756c8adb979ad524b84

Observation 927c008b-31f1-4c62-a208-4ce12561b9aa · outbound

This paper cites BUMBLE: Unifying Reasoning and Acting with Vision-Language Models for Building-wide Mobile Manipulation.

Robix: A Unified Model for Robot Interaction, Reasoning and Planning BUMBLE: Unifying Reasoning and Acting with Vision-Language Models for Building-wide Mobile Manipulation

Reference 53

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source=pdf_text observed=2026-08-05T12:59:08.298139Z digest=sha256:eae32248c8b2bb689422f0e51fba5208bb59dd152fba0efed9bc06b5a92f370d

Observation 40a704e9-fd5d-46a9-86fb-92e58a4da28c · outbound

This paper cites DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models.

Robix: A Unified Model for Robot Interaction, Reasoning and Planning DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

Reference 54

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source=pdf_text observed=2026-08-05T12:59:08.410400Z digest=sha256:92470a5880f3067231d5b24a1a11358a0e9bfd6bc32aa7a1eb37fef6e9befc89

Observation da823dbb-82e2-4034-8c5e-9f23e8001ed4 · outbound

This paper cites HybridFlow: A Flexible and Efficient RLHF Framework.

Robix: A Unified Model for Robot Interaction, Reasoning and Planning HybridFlow: A Flexible and Efficient RLHF Framework

Reference 55

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source=pdf_text observed=2026-08-05T12:59:08.564582Z digest=sha256:c2e06d8c9f7cc940575ed8b691dfdd096500c0ff75a2303fbd21f0eb36ca5d06

Observation 7c81220b-2e9c-42ce-8848-932d7cd80413 · outbound

This paper cites Yell At Your Robot: Improving On-the-Fly from Language Corrections.

Robix: A Unified Model for Robot Interaction, Reasoning and Planning Yell At Your Robot: Improving On-the-Fly from Language Corrections

Reference 56

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source=pdf_text observed=2026-08-05T12:59:08.695569Z digest=sha256:c23f6cd56f1d0ef6ab6cf35731aaf730015fc71f26598637002a1271d61813b5

Observation 6d0800b7-e9c8-45d3-99f2-bc622d9fc4ff · outbound

This paper cites Hi robot: Open-ended instruction following with hierarchical vision-language-action models.

Robix: A Unified Model for Robot Interaction, Reasoning and Planning Hi robot: Open-ended instruction following with hierarchical vision-language-action models

Reference 57

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source=pdf_text observed=2026-08-05T12:59:08.856706Z digest=sha256:0a8ec029829de8e70807cc3097250b387be3838bab447dcaa2b4023f1c0f19cb

Observation 5be4fc03-8e36-41fc-bfc4-2332b2f9f9ca · outbound

This paper cites Training Fast Robot Policies with Slow Foundation Models.

Robix: A Unified Model for Robot Interaction, Reasoning and Planning Training Fast Robot Policies with Slow Foundation Models

Reference 58

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source=pdf_text observed=2026-08-05T12:59:09.012697Z digest=sha256:41be37c23704f62af0ba358c67c691773df923605151bf41513bd6c697eb0dd3

Observation ef0fbf23-e5d7-46fb-a8af-80845fc76ee6 · outbound

This paper cites RePLan: Robotic Replanning with Perception and Language Models.

Robix: A Unified Model for Robot Interaction, Reasoning and Planning RePLan: Robotic Replanning with Perception and Language Models

Reference 59

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source=pdf_text observed=2026-08-05T12:59:09.161211Z digest=sha256:3fcab71c2800ecbd785f4af911fdc0eac44442d30ad474eae1c55107e951c827

Observation 5f42247c-9cdc-4ee2-99ca-ac24bb4172f5 · outbound

This paper cites Llm-planner: Few-shot grounded planning for embodied agents with large language models.

Robix: A Unified Model for Robot Interaction, Reasoning and Planning Llm-planner: Few-shot grounded planning for embodied agents with large language models

Reference 60

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source=pdf_text observed=2026-08-05T12:59:09.332239Z digest=sha256:ab3d6c3965528c48ea006a0161f439916fb1675575258049896814e682f36abd

Observation 33708047-ae13-4b53-80c1-131345f2bab0 · outbound

This paper cites Sun rgb-d: A rgb-d scene understanding benchmark suite.

Robix: A Unified Model for Robot Interaction, Reasoning and Planning Sun rgb-d: A rgb-d scene understanding benchmark suite

Reference 61

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source=pdf_text observed=2026-08-05T12:59:09.472406Z digest=sha256:bba9945f52af5ddfb5403ea1ec18a815cbf63e3ba7e1d8ee7e0c53d52e656996

Observation f52680d0-0d51-46cb-9967-a78a24b2c9d6 · outbound

This paper cites A computational model for the alignment of hierarchical scene representations in human-robot interaction.

Robix: A Unified Model for Robot Interaction, Reasoning and Planning A computational model for the alignment of hierarchical scene representations in human-robot interaction

Reference 62

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source=pdf_text observed=2026-08-05T12:59:09.635886Z digest=sha256:03d98dadca842ff8f780ed3ecc1d1d17563c010f1c103948604a7c9af456e495

Observation a8104a18-b6bd-4ad5-b0a8-412a6d027c3a · outbound

This paper cites RoboBrain 2.0 Technical Report.

Robix: A Unified Model for Robot Interaction, Reasoning and Planning RoboBrain 2.0 Technical Report

Reference 63

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source=pdf_text observed=2026-08-05T12:59:09.771943Z digest=sha256:7d4e9b52fe6aec4458aa231fbc8a978f19d6cdf63b39b95ca068abff9498938f

Observation 9b7e8edd-6d59-4e94-8ee6-62cd7e653818 · outbound

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

Robix: A Unified Model for Robot Interaction, Reasoning and Planning Gemini Robotics: Bringing AI into the Physical World

Reference 64

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source=pdf_text observed=2026-08-05T12:59:09.923338Z digest=sha256:2aeb7810156f5bddf6d897a25b100cd7082ad97d2e61b5da8312a13549a99a2a

Observation 773bc02a-ff26-4a7b-84dc-9436a726a017 · outbound

This paper cites Cambrian-1: A fully open, vision-centric exploration of multimodal llms.Advances in Neural Information Processing Systems, 37:87310–87356, 2024.

Robix: A Unified Model for Robot Interaction, Reasoning and Planning Cambrian-1: A fully open, vision-centric exploration of multimodal llms.Advances in Neural Information Processing Systems, 37:87310–87356, 2024

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source=pdf_text observed=2026-08-05T12:59:10.029446Z digest=sha256:8f00134559ad6c6d97e5c396032d6be8ff9e4a4929420110f85b8e5a760989ac

Observation bc8a0d76-e49e-4afd-95cc-51212d95302b · outbound

This paper cites Rio: 3d object instance re-localization in changing indoor environments.

Robix: A Unified Model for Robot Interaction, Reasoning and Planning Rio: 3d object instance re-localization in changing indoor environments

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source=pdf_text observed=2026-08-05T12:59:10.157741Z digest=sha256:afc7161b4eefbb30aaddaa0f61b524a33142bbf385b76c37c52c903a7b50f815

Observation b4f544af-bfcd-4d53-a5df-ad6cffd961fd · outbound

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

Robix: A Unified Model for Robot Interaction, Reasoning and Planning Bridgedata v2: A dataset for robot learning at scale

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source=pdf_text observed=2026-08-05T12:59:10.272498Z digest=sha256:f0811b9e86222626923bfdaa4ef7501adbcc0366696b44540555cffb806878f5

Observation f3b0586f-5ecc-48bd-b4ba-376076d3d660 · outbound

This paper cites Vlm see, robot do: Human demo video to robot action plan via vision language model.arXiv preprint arXiv:2410.08792, 2024.

Robix: A Unified Model for Robot Interaction, Reasoning and Planning Vlm see, robot do: Human demo video to robot action plan via vision language model.arXiv preprint arXiv:2410.08792, 2024

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source=pdf_text observed=2026-08-05T12:59:10.391143Z digest=sha256:ee9c1ceb43b27bb269ff073e7258da9d841f6a1e1fe01bc5b7b8e7b9e270c5fe

Observation e1296c8f-3acd-4c63-9477-eae58e10f759 · outbound

This paper cites Measuring multimodal mathematical reasoning with math-vision dataset.Advances in Neural Information Processing Systems, 37:95095–95169, 2024.

Robix: A Unified Model for Robot Interaction, Reasoning and Planning Measuring multimodal mathematical reasoning with math-vision dataset.Advances in Neural Information Processing Systems, 37:95095–95169, 2024

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source=pdf_text observed=2026-08-05T12:59:10.565490Z digest=sha256:1e735e0a9d2038d132f9ec4e93ba27bf865d210addfe2637dfa2a847906decdc

Observation 503be337-6b59-4a2d-8eac-f930b83612a9 · outbound

This paper cites Holoassist: an egocentric human interaction dataset for interactive ai assistants in the real world.

Robix: A Unified Model for Robot Interaction, Reasoning and Planning Holoassist: an egocentric human interaction dataset for interactive ai assistants in the real world

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source=pdf_text observed=2026-08-05T12:59:10.671368Z digest=sha256:3a0b7506d96fa25c405eb7518f213aa0db46d80195ef9d694d1b8ebb75a9ceb4

Observation 620ab59e-0483-40c1-882a-867709639a89 · outbound

This paper cites Realworldqa: A benchmark for real-world spatial understanding.

Robix: A Unified Model for Robot Interaction, Reasoning and Planning Realworldqa: A benchmark for real-world spatial understanding

Reference 71

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source=pdf_text observed=2026-08-05T12:59:10.820418Z digest=sha256:b78925565d9610b41335a0b1742b63ae33d2db1a9b31e020d5ce66308c36c1a1

Observation a34f382f-3aae-44c5-b5fc-2e769a9ff4a1 · outbound

This paper cites Robi butler: Remote multimodal interactions with household robot assistant.arXiv e-prints, pages arXiv–2409, 2024.

Robix: A Unified Model for Robot Interaction, Reasoning and Planning Robi butler: Remote multimodal interactions with household robot assistant.arXiv e-prints, pages arXiv–2409, 2024

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source=pdf_text observed=2026-08-05T12:59:10.967342Z digest=sha256:596c048415c8820ed406d9bec271c84344ce744f619de03bf4421493c933c9d3

Observation 026ddf75-e6e0-4e01-8e26-25b5ad9a4089 · outbound

This paper cites Next-qa: Next phase of question-answering to explaining temporal actions.

Robix: A Unified Model for Robot Interaction, Reasoning and Planning Next-qa: Next phase of question-answering to explaining temporal actions

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source=pdf_text observed=2026-08-05T12:59:11.140530Z digest=sha256:98e2ce5207ef0094af4350897559535ad675f61624370bcca04b6d3f3e92c3d7

Observation bf22460e-8335-42ee-a74f-9b975af3fe3f · outbound

This paper cites Qwen2.5 Technical Report.

Robix: A Unified Model for Robot Interaction, Reasoning and Planning Qwen2.5 Technical Report

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T12:59:11.249828Z digest=sha256:54f04cb0ba8b4d0e28a100168b6b402a114e32c89ee7b903680dcea18ba7463e

Observation 30b00689-83ca-4d8b-b053-291e1f744a17 · outbound

This paper cites Thinking in space: How multimodal large language models see, remember, and recall spaces.

Robix: A Unified Model for Robot Interaction, Reasoning and Planning Thinking in space: How multimodal large language models see, remember, and recall spaces

Reference 75

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unresolved
no resolver link, observed 2026-08-05T12:59:11.408016Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T12:59:11.408016Z digest=sha256:0fb30619e05e68adf8c012be5db76abc760dd232fca17e5abac838c226bf2a0c

Observation 1874543e-c9ed-4490-8ced-7391c21209bd · outbound

This paper cites Depth anything v2.

Robix: A Unified Model for Robot Interaction, Reasoning and Planning Depth anything v2

Reference 76

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no resolver link, observed 2026-08-05T12:59:11.570280Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T12:59:11.570280Z digest=sha256:29d2ef39584f8c3164aa06131bf66588283d0c960f309912acae9dd00a63017b

Observation a9cb9800-7ff5-4f6c-b124-748e3bb55792 · outbound

This paper cites Guiding Long-Horizon Task and Motion Planning with Vision Language Models.

Robix: A Unified Model for Robot Interaction, Reasoning and Planning Guiding Long-Horizon Task and Motion Planning with Vision Language Models

Reference 77

Resolution
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no resolver link, observed 2026-08-05T12:59:11.689386Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T12:59:11.689386Z digest=sha256:8c575f943cd735f19bc63fde60af387989bd7a0ef1eea8fafd08090e41d58822

Observation b243409a-a2b3-4b1f-9d02-3f3a72b93531 · outbound

This paper cites React meets actre: Autonomous annotation of agent trajectories for contrastive self-training.

Robix: A Unified Model for Robot Interaction, Reasoning and Planning React meets actre: Autonomous annotation of agent trajectories for contrastive self-training

Reference 78

Resolution
unresolved
no resolver link, observed 2026-08-05T12:59:11.802332Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T12:59:11.802332Z digest=sha256:79f097c6f4b1c46ed78576e10f8dd1f47b02aeb39babbcf0a64292c355726ec7

Observation 4fb06083-efc2-4199-a814-2c775018d03a · outbound

This paper cites Scannet++: A high-fidelity dataset of 3d indoor scenes.

Robix: A Unified Model for Robot Interaction, Reasoning and Planning Scannet++: A high-fidelity dataset of 3d indoor scenes

Reference 79

Resolution
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no resolver link, observed 2026-08-05T12:59:11.942973Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T12:59:11.942973Z digest=sha256:4dbee3750fef30d5faec24a1f81c22a0c80c6d318f1931a1ebd53977ff9099db

Observation c0074c62-8ad1-4985-88e5-030310af1734 · outbound

This paper cites Modeling context in referring expressions.

Robix: A Unified Model for Robot Interaction, Reasoning and Planning Modeling context in referring expressions

Reference 80

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T12:59:26.708363Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-05T12:59:12.054187Z digest=sha256:35996d7dd835462d6a08f02ba60b70f4a1303385e304a1c69ada023372938b58

Observation 84fa15c7-d9e8-47b4-a224-0d2076156adc · outbound

This paper cites RoboPoint: A Vision-Language Model for Spatial Affordance Prediction for Robotics.

Robix: A Unified Model for Robot Interaction, Reasoning and Planning RoboPoint: A Vision-Language Model for Spatial Affordance Prediction for Robotics

Reference 81

Resolution
unresolved
no resolver link, observed 2026-08-05T12:59:12.140493Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T12:59:12.140493Z digest=sha256:3c583c3f0bdfc990ce817b818fe331196009727763cff1b4d8a1ee89f0ee5fed

Observation 4ea46547-e157-4b86-ad75-e983a5750cfd · outbound

This paper cites Mmmu: A massive multi-discipline multimodal understanding and reasoning benchmark for expert agi.

Robix: A Unified Model for Robot Interaction, Reasoning and Planning Mmmu: A massive multi-discipline multimodal understanding and reasoning benchmark for expert agi

Reference 82

Resolution
unresolved
no resolver link, observed 2026-08-05T12:59:12.239351Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T12:59:12.239351Z digest=sha256:f3196f9c71f18e872035eded8e69bff73451f4ea3fd56d8b4249b1211b5d84da

Observation df2a021d-6fbe-4c16-8108-5aac4f6f3fa0 · outbound

This paper cites Robotic Control via Embodied Chain-of-Thought Reasoning.

Robix: A Unified Model for Robot Interaction, Reasoning and Planning Robotic Control via Embodied Chain-of-Thought Reasoning

Reference 83

Resolution
unresolved
no resolver link, observed 2026-08-05T12:59:12.357404Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T12:59:12.357404Z digest=sha256:41a3c7a36cdfdc621021f1b7448be1e19641f2b4705386d9cfad0057ca68cf29

Observation 780fd405-7415-4757-a7b5-5cd6af9ccfa7 · outbound

This paper cites HiRT: Enhancing Robotic Control with Hierarchical Robot Transformers.

Robix: A Unified Model for Robot Interaction, Reasoning and Planning HiRT: Enhancing Robotic Control with Hierarchical Robot Transformers

Reference 84

Resolution
unresolved
no resolver link, observed 2026-08-05T12:59:12.476025Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T12:59:12.476025Z digest=sha256:4a03ea8702226b9b81fde1d05c2c16aa47a2f4879a9c5b75fbce280a5ba85d9c

Observation 9cf4dfdc-b622-4b66-8d4e-ab171b1836fe · outbound

This paper cites Embodied-Reasoner: Synergizing Visual Search, Reasoning, and Action for Embodied Interactive Tasks.

Robix: A Unified Model for Robot Interaction, Reasoning and Planning Embodied-Reasoner: Synergizing Visual Search, Reasoning, and Action for Embodied Interactive Tasks

Reference 85

Resolution
unresolved
no resolver link, observed 2026-08-05T12:59:12.617700Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T12:59:12.617700Z digest=sha256:5bd62061bf91d68a86ac68115eed6ada8b3e63dfbf987f0aa989851733bf55af

Observation 22004933-2a11-4577-8921-b843a28ddd72 · outbound

This paper cites Triton-distributed: Programming Overlapping Kernels on Distributed AI Systems with the Triton Compiler.

Robix: A Unified Model for Robot Interaction, Reasoning and Planning Triton-distributed: Programming Overlapping Kernels on Distributed AI Systems with the Triton Compiler

Reference 86

Resolution
unresolved
no resolver link, observed 2026-08-05T12:59:12.728206Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T12:59:12.728206Z digest=sha256:381e998a5d7e6babb23dd324045433be117bb5783fd1007477d7891569074ecf

Observation edc016db-8c0a-4f9b-8538-d196f4b2edd2 · outbound

This paper cites TileLink: Generating Efficient Compute-Communication Overlapping Kernels using Tile-Centric Primitives.

Robix: A Unified Model for Robot Interaction, Reasoning and Planning TileLink: Generating Efficient Compute-Communication Overlapping Kernels using Tile-Centric Primitives

Reference 87

Resolution
unresolved
no resolver link, observed 2026-08-05T12:59:12.867258Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T12:59:12.867258Z digest=sha256:dc4e4ceb46960d38717d0a8e6ad61ddece6cfca8ef2285ad06af2eb9c24bbc0d

Observation 6183b4dc-5fcc-4896-b618-c7b437d9c4f1 · outbound

This paper cites Closed-Loop Open-Vocabulary Mobile Manipulation with GPT-4V.

Robix: A Unified Model for Robot Interaction, Reasoning and Planning Closed-Loop Open-Vocabulary Mobile Manipulation with GPT-4V

Reference 88

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no resolver link, observed 2026-08-05T12:59:12.992499Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T12:59:12.992499Z digest=sha256:7ad8d5bd65a582b1cfdae8711bf57265c3e3a5f187186b48e07ea6c36deccfbb

Observation dd3a42c0-c976-4ec1-91d0-3dbe33d16844 · outbound

This paper cites The final answer is: 1.0 User:.

Robix: A Unified Model for Robot Interaction, Reasoning and Planning The final answer is: 1.0 User:

Reference 90

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T12:59:26.330577Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-05T12:59:13.223859Z digest=sha256:367a2f202dad503db2edbc373e5b94b6a50a1d8ae5fbc795fa65e39774dff9cd

Observation 0c13c481-d5e5-48df-9134-ea9a25ed51f5 · outbound

This paper cites an unresolved cited work.

Robix: A Unified Model for Robot Interaction, Reasoning and Planning Unresolved cited work

Reference 91

Resolution
unresolved
raw_fallback, observed 2026-08-05T12:59:26.153967Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-05T12:59:13.389796Z digest=sha256:5f0ee10acbf49205224fa1540de266543d2c69595b3449c3e8f85fe0e2205c04

Observation 931a56ef-03c9-460b-a902-9cfbb5cbaaf7 · outbound

This paper cites The final answer is: 1.0 User:.

Robix: A Unified Model for Robot Interaction, Reasoning and Planning The final answer is: 1.0 User:

Reference 92

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T12:59:25.913951Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-05T12:59:13.497427Z digest=sha256:ad2d97627c03c1bd986df037da08bb25edc4e2cbc6efe1505afe26eaae6ba698

Observation 939c18ae-f4d7-44c9-b6d3-064df300d143 · outbound

This paper cites an unresolved cited work.

Robix: A Unified Model for Robot Interaction, Reasoning and Planning Unresolved cited work

Reference 93

Resolution
unresolved
raw_fallback, observed 2026-08-05T12:59:25.705208Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-05T12:59:13.639778Z digest=sha256:76c64ab58ed199235534c63d77aa4f5c17c691c76c3b61a2f1bbb2c6a8e68125

Observation 86c3b57c-5f19-4b71-8e53-2424c01cfbbc · outbound

This paper cites Assistant: Two sentences are the same semantically.

Robix: A Unified Model for Robot Interaction, Reasoning and Planning Assistant: Two sentences are the same semantically

Reference 94

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T12:59:25.425349Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-05T12:59:13.820200Z digest=sha256:636b9e925577992c07e07d1f60511576e0e6947307819bc70bfdf660c44274f5

Observation 3bd13101-5678-4ea9-879e-6f04ea506de1 · outbound

This paper cites an unresolved cited work.

Robix: A Unified Model for Robot Interaction, Reasoning and Planning Unresolved cited work

Reference 95

Resolution
parse uncertain
raw_fallback, observed 2026-08-05T12:59:25.144857Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-05T12:59:13.942168Z digest=sha256:e69f431e68e4252f2ab73dc0b1bc0d070c4ac486e6ed213b86e295beb6e49b44

Observation 96a7d1e4-925f-4ba1-b189-f98c66aaceb5 · outbound

This paper cites The final answer is: 1.0 User:.

Robix: A Unified Model for Robot Interaction, Reasoning and Planning The final answer is: 1.0 User:

Reference 96

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T12:59:24.876262Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-05T12:59:14.077855Z digest=sha256:f7a171e4a9df8fa32845815ab297281e2f3cfb1b750b6f82d0c44e7c32facdc6

Observation 9445cfd4-943c-4fa8-8df3-7b245da2ec43 · outbound

This paper cites an unresolved cited work.

Robix: A Unified Model for Robot Interaction, Reasoning and Planning Unresolved cited work

Reference 97

Resolution
unresolved
raw_fallback, observed 2026-08-05T12:59:24.578564Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-05T12:59:14.214584Z digest=sha256:22acfa064a607ee7fb4e5f4ba307b5481139f7dc751160dbe4e4d4724d2f9659

Observation 1bc0c6d0-617e-47a1-9ea9-f5a695077e7b · outbound

This paper cites The final answer is: 1.0 User:.

Robix: A Unified Model for Robot Interaction, Reasoning and Planning The final answer is: 1.0 User:

Reference 98

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T12:59:24.268262Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-05T12:59:14.395191Z digest=sha256:677241b37654cbdac4998550ed70861c29363ad5694ad344d942bdf41734a44f

Observation 2685e272-662a-4cce-9660-3e38a6b04b7d · outbound

This paper cites an unresolved cited work.

Robix: A Unified Model for Robot Interaction, Reasoning and Planning Unresolved cited work

Reference 99

Resolution
unresolved
raw_fallback, observed 2026-08-05T12:59:23.858322Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-05T12:59:14.508124Z digest=sha256:a43a15ad92ea2044082aba10c6e32938cfb8a1f6b5d51b02e1318675f8d940fa

Observation c5cd07f8-bd5c-401d-97da-795532a8a323 · outbound

This paper cites The final answer is: 1.0 User:.

Robix: A Unified Model for Robot Interaction, Reasoning and Planning The final answer is: 1.0 User:

Reference 100

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T12:59:23.570632Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-05T12:59:14.646305Z digest=sha256:807c2a87f4a8b281d2fbc5d7a257461c5234c47ec12f81420c25ba06ee9bd4bd

Observation 25043dd2-bf9c-45dd-be15-1070604ba7cc · outbound

This paper cites knife) are different semantically.

Robix: A Unified Model for Robot Interaction, Reasoning and Planning knife) are different semantically

Reference 102

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T12:59:23.328443Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-05T12:59:14.995680Z digest=sha256:f580173fb3627f869455a237624176470eab0194263c05774dca8dfbee9114ac

Pith citing papers

Observation b33cb9ae-d653-419a-abd6-38e1e06ce0f9 · inbound

Steerable Vision-Language-Action Policies for Embodied Reasoning and Hierarchical Control cites this paper.

Steerable Vision-Language-Action Policies for Embodied Reasoning and Hierarchical Control Robix: A Unified Model for Robot Interaction, Reasoning and Planning

Reference 47

Resolution
verified exact
arxiv_id, observed 2026-05-15T22:06:42.973999Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-05-15T22:05:39.797848Z digest=sha256:290e0d17f534b92bcd37eb94d3140f2528eab1bce3f47176862e03052524755e

Observation 26f2ab94-28a4-465e-ab11-d1251edda387 · inbound

ReMoT: Reinforcement Learning with Motion Contrast Triplets cites this paper.

ReMoT: Reinforcement Learning with Motion Contrast Triplets Robix: A Unified Model for Robot Interaction, Reasoning and Planning

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-02T19:58:16.813817Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T19:58:16.813817Z digest=sha256:65145c54a9d8da48270489164689aa95d975809712a1764607857bbae19189ac

Observation 6fa9424d-9b5e-4d26-bae7-311eac757146 · inbound

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

RoboAgent: Chaining Basic Capabilities for Embodied Task Planning Robix: A Unified Model for Robot Interaction, Reasoning and Planning

Reference 22

Resolution
verified exact
arxiv_id, observed 2026-05-11T05:15:57.151412Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-05-10T18:15:08.727921Z digest=sha256:6a7ba050d323c4cc25c3039196b8b282326dc109d593ddc6fc5c61045bb9f141

Observation 3dc1ef30-a774-4c8b-8440-c87f4baaf9f7 · inbound

Long-Horizon Manipulation via Trace-Conditioned VLA Planning cites this paper.

Long-Horizon Manipulation via Trace-Conditioned VLA Planning Robix: A Unified Model for Robot Interaction, Reasoning and Planning

Reference 21

Resolution
metadata mismatch
arxiv_id, observed 2026-05-11T14:41:39.136763Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-05-09T21:10:03.554504Z digest=sha256:63fc6717346d94a14c44bb577769e049fccb4de60461c7d64f201d5a841b60d3

Observation 0dc09871-a728-477e-b0b6-2072e4a5cb0b · inbound

MindVLA-U1: VLA Beats VA with Unified Streaming Architecture for Autonomous Driving cites this paper.

MindVLA-U1: VLA Beats VA with Unified Streaming Architecture for Autonomous Driving Robix: A Unified Model for Robot Interaction, Reasoning and Planning

Reference 71

Resolution
verified exact
arxiv_id, observed 2026-05-14T20:59:28.436108Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-05-14T20:54:50.887381Z digest=sha256:a9da1916d845e3b934acf740972a47801a1f51adb4a896ca93223dfa5a9f0819

Observation 2d1ea616-77a2-4fcf-81a4-15529b0e86bb · inbound

MindVLA-U1: VLA Beats VA with Unified Streaming Architecture for Autonomous Driving cites this paper.

MindVLA-U1: VLA Beats VA with Unified Streaming Architecture for Autonomous Driving Robix: A Unified Model for Robot Interaction, Reasoning and Planning

Reference 71

Resolution
verified exact
arxiv_id, observed 2026-05-15T05:09:45.357096Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-05-15T05:07:58.953866Z digest=sha256:eff7089d338926ead1567a50f8c6d676a0960c95cb61ea6ee54d1a784c698857

Observation 0f9e415a-9191-4947-94d2-8afe5c3a65f0 · inbound

RoboEvolve: Co-Evolving Planner-Simulator for Robotic Manipulation with Limited Data cites this paper.

RoboEvolve: Co-Evolving Planner-Simulator for Robotic Manipulation with Limited Data Robix: A Unified Model for Robot Interaction, Reasoning and Planning

Reference 72

Resolution
metadata mismatch
arxiv_id, observed 2026-05-14T17:57:33.141297Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-05-14T17:54:50.325820Z digest=sha256:1d2dec9a7cbcfa985c39be33c89914ee412963856318c2dc8f3f55e8bb16e89c

Observation f8ff0e8b-78cc-4557-b69e-9a553100bdf8 · inbound

Task-Focused Memorization for Multimodal Agents cites this paper.

Task-Focused Memorization for Multimodal Agents Robix: A Unified Model for Robot Interaction, Reasoning and Planning

Reference 17

Resolution
verified exact
arxiv_id, observed 2026-06-29T00:12:50.442528Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-06-28T23:14:45.287255Z digest=sha256:2dbcaeba63fc3dd50ee937fbfee7709dbefcae0e1c3ad433e08ce9fdefaafa64

Observation c21486c5-ff69-4421-a0e3-7d971ef99126 · inbound

RoboInter1.5: A Holistic Intermediate Representation Suite for Embodied World Modeling and Robotic Manipulation cites this paper.

RoboInter1.5: A Holistic Intermediate Representation Suite for Embodied World Modeling and Robotic Manipulation Robix: A Unified Model for Robot Interaction, Reasoning and Planning

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-01T14:39:34.926586Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-01T14:39:34.926586Z digest=sha256:c0c1a6d7f33f49602dbdced28b5b916f00f358d3c8853cf792c5c47420e6c7b7

Observation d3f2bba2-f884-4ca0-b96e-b336c4464c22 · inbound

StreamArena: Toward Continuous, Interactive, and Long-Horizon Agentic Streaming Video Understanding cites this paper.

StreamArena: Toward Continuous, Interactive, and Long-Horizon Agentic Streaming Video Understanding Robix: A Unified Model for Robot Interaction, Reasoning and Planning

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-08T00:50:24.245044Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T00:50:24.245044Z digest=sha256:a3bd75c808be88786cad160ea2c61fe3ce9c6fc3e56f49ae51c8705495fba5da

Observation 0c2694aa-3f0f-4a19-8dfa-12c24caad030 · inbound

GST-Bench: Can VLMs Develop Global Spatial Awareness from Video? cites this paper.

GST-Bench: Can VLMs Develop Global Spatial Awareness from Video? Robix: A Unified Model for Robot Interaction, Reasoning and Planning

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-08T00:15:18.629999Z

Source-reported events for the cited work

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