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Paper Citation Record · LEDGER

Metric3Dv2: A Versatile Monocular Geometric Foundation Model for Zero-shot Metric Depth and Surface Normal Estimation

As of 15 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 41 inbound Pith citation observations for arXiv:2404.15506.

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

pith.paper-citation-record.v1
2404.15506 v4

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measured 0 of 0 reference resolution

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Source: paper_references, paper_reference_links

measured 41 of 41 standing notices

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Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00

measured 41 of 41 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-12T11:28:35.229441Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-10T02:46:42.941119Z

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Outbound references

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Pith citing papers

Observation 6599844a-1b58-4e53-9422-2892cbc6938a · inbound

Depth Anything V2 cites this paper.

Depth Anything V2 Metric3Dv2: A Versatile Monocular Geometric Foundation Model for Zero-shot Metric Depth and Surface Normal Estimation

Reference 28

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arxiv_id, observed 2026-05-13T14:56:34.204405Z

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No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-13T14:56:33.945280Z digest=sha256:cb808ae2d468a11a4ca942803c5b4cf5b80ea5c14e3d9896144b4cfbb68646dd

Observation c2cfaa5c-a049-44b6-8777-872eb4d9dfbc · inbound

SharpDepth: Sharpening Metric Depth Predictions Using Diffusion Distillation cites this paper.

SharpDepth: Sharpening Metric Depth Predictions Using Diffusion Distillation Metric3Dv2: A Versatile Monocular Geometric Foundation Model for Zero-shot Metric Depth and Surface Normal Estimation

Reference 19

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source=pdf_text observed=2026-08-12T11:28:35.229441Z digest=sha256:515835bf508d8aa40de5376cfa4273453a1757c0de7fd1c9a5a63a037bbdf200

Observation 4c04a0b5-1a9d-448a-ac4d-eca2b0ac8199 · inbound

Video Depth without Video Models cites this paper.

Video Depth without Video Models Metric3Dv2: A Versatile Monocular Geometric Foundation Model for Zero-shot Metric Depth and Surface Normal Estimation

Reference 23

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source=pdf_text observed=2026-08-12T10:31:01.711328Z digest=sha256:b737037a7148115cdf7798f6bf1c61854f748019a0ee2a4f48e108d76f40d815

Observation 05a119db-860b-4045-a2c0-fc865c343950 · inbound

AGS-Mesh: Adaptive Gaussian Splatting and Meshing with Geometric Priors for Indoor Room Reconstruction Using Smartphones cites this paper.

AGS-Mesh: Adaptive Gaussian Splatting and Meshing with Geometric Priors for Indoor Room Reconstruction Using Smartphones Metric3Dv2: A Versatile Monocular Geometric Foundation Model for Zero-shot Metric Depth and Surface Normal Estimation

Reference 18

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source=pdf_text observed=2026-08-12T10:25:59.463465Z digest=sha256:c1de33d7d2e3e30ee04fb9f545861390ba96031538bdf26000469151b4b71a68

Observation eadedfa4-e170-4b51-94f0-c1486f70a6ed · inbound

Diorama: Unleashing Zero-shot Single-view 3D Indoor Scene Modeling cites this paper.

Diorama: Unleashing Zero-shot Single-view 3D Indoor Scene Modeling Metric3Dv2: A Versatile Monocular Geometric Foundation Model for Zero-shot Metric Depth and Surface Normal Estimation

Reference 29

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source=pdf_text observed=2026-08-12T10:11:49.576177Z digest=sha256:80ad321794277c9ac739d12e4b6e3712c54e16ce61eb0570311d113e2dcff6e3

Observation faebd598-ce0c-42e5-9fb5-00e83a775021 · inbound

AlphaTablets: A Generic Plane Representation for 3D Planar Reconstruction from Monocular Videos cites this paper.

AlphaTablets: A Generic Plane Representation for 3D Planar Reconstruction from Monocular Videos Metric3Dv2: A Versatile Monocular Geometric Foundation Model for Zero-shot Metric Depth and Surface Normal Estimation

Reference 19

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source=pdf_text observed=2026-08-12T05:43:38.074046Z digest=sha256:898696ba20da94b370ec1f12cbb1e53dc60ea57100795b7c64a75a87394954c4

Observation 3c6dbfb0-db85-4bc8-8818-b5c82766e0aa · inbound

Align3R: Aligned Monocular Depth Estimation for Dynamic Videos cites this paper.

Align3R: Aligned Monocular Depth Estimation for Dynamic Videos Metric3Dv2: A Versatile Monocular Geometric Foundation Model for Zero-shot Metric Depth and Surface Normal Estimation

Reference 14

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source=pdf_text observed=2026-08-11T22:54:11.379145Z digest=sha256:01047b6133b869e87dbbc1172b164ca5c5f927f827aad8100922bad18c85c8fa

Observation 87e3f518-d36d-43f2-bca3-97fdf0af3d65 · inbound

PlanarSplatting: Accurate Planar Surface Reconstruction in 3 Minutes cites this paper.

PlanarSplatting: Accurate Planar Surface Reconstruction in 3 Minutes Metric3Dv2: A Versatile Monocular Geometric Foundation Model for Zero-shot Metric Depth and Surface Normal Estimation

Reference 9

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source=pdf_text observed=2026-08-11T22:27:58.648971Z digest=sha256:dd2725e2c57949a4305372b739d7fbc4da57ea3b1bddb5699eacd81b1b749abd

Observation 9da77803-d262-4aa3-b92e-49ad6de14846 · inbound

PaintScene4D: Consistent 4D Scene Generation from Text Prompts cites this paper.

PaintScene4D: Consistent 4D Scene Generation from Text Prompts Metric3Dv2: A Versatile Monocular Geometric Foundation Model for Zero-shot Metric Depth and Surface Normal Estimation

Reference 15

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source=pdf_text observed=2026-08-11T21:27:51.504974Z digest=sha256:201dac5a7b4492ef24968fd64c943bc86e1d3665701c2057cd8d08b16bfe278f

Observation 5ff74422-50e5-4759-bdbb-b614fa785b55 · inbound

Stereo Anywhere: Robust Zero-Shot Deep Stereo Matching Even Where Either Stereo or Mono Fail cites this paper.

Stereo Anywhere: Robust Zero-Shot Deep Stereo Matching Even Where Either Stereo or Mono Fail Metric3Dv2: A Versatile Monocular Geometric Foundation Model for Zero-shot Metric Depth and Surface Normal Estimation

Reference 35

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source=pdf_text observed=2026-08-11T21:29:58.682368Z digest=sha256:cf40d648619d27b9315e71b5aff073b21b21aa07b079321593901e4310b1d6d8

Observation bc89855c-35bf-4b08-aecf-3a34b942e1eb · inbound

Omni-Scene: Omni-Gaussian Representation for Ego-Centric Sparse-View Scene Reconstruction cites this paper.

Omni-Scene: Omni-Gaussian Representation for Ego-Centric Sparse-View Scene Reconstruction Metric3Dv2: A Versatile Monocular Geometric Foundation Model for Zero-shot Metric Depth and Surface Normal Estimation

Reference 46

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source=pdf_text observed=2026-08-11T19:54:07.816657Z digest=sha256:77dc35ff0ec6d3581b9d1da725e1a27b5af97925528935ba84bc8e6b63cfdaec

Observation e39d85b2-de37-46d2-933b-c8348d6d1c64 · inbound

RoMeO: Robust Metric Visual Odometry cites this paper.

RoMeO: Robust Metric Visual Odometry Metric3Dv2: A Versatile Monocular Geometric Foundation Model for Zero-shot Metric Depth and Surface Normal Estimation

Reference 17

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source=pdf_text observed=2026-08-11T14:55:03.206669Z digest=sha256:fb56a2ab21ef9da5412e4ae94503e0428a61ca873e89b4bc85551c4ca81774e1

Observation d31145cd-f076-47e7-92f3-faeb2536faaf · inbound

GaussTR: Foundation Model-Aligned Gaussian Transformer for Self-Supervised 3D Spatial Understanding cites this paper.

GaussTR: Foundation Model-Aligned Gaussian Transformer for Self-Supervised 3D Spatial Understanding Metric3Dv2: A Versatile Monocular Geometric Foundation Model for Zero-shot Metric Depth and Surface Normal Estimation

Reference 21

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source=pdf_text observed=2026-08-11T13:26:11.409224Z digest=sha256:9aa1ee16fa3a400a37bdd656dfec662d548c91db5b3294f087e4e460a15b5f7c

Observation 19565671-5d23-4f31-a0e8-41f5d51214fd · inbound

SolidGS: Consolidating Gaussian Surfel Splatting for Sparse-View Surface Reconstruction cites this paper.

SolidGS: Consolidating Gaussian Surfel Splatting for Sparse-View Surface Reconstruction Metric3Dv2: A Versatile Monocular Geometric Foundation Model for Zero-shot Metric Depth and Surface Normal Estimation

Reference 17

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source=pdf_text observed=2026-08-11T11:31:32.758255Z digest=sha256:da7a44b73155c505c60321d608f5b49f547170ab4c4a4477f48cfc667f45cf9f

Observation 9996440f-31f9-4fff-ac96-65b91a6b31cb · inbound

MambaVO: Deep Visual Odometry Based on Sequential Matching Refinement and Training Smoothing cites this paper.

MambaVO: Deep Visual Odometry Based on Sequential Matching Refinement and Training Smoothing Metric3Dv2: A Versatile Monocular Geometric Foundation Model for Zero-shot Metric Depth and Surface Normal Estimation

Reference 22

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source=pdf_text observed=2026-08-10T23:40:07.851131Z digest=sha256:240fad4d532f9998e5bb18598e22546bdffcda551eb01bc186fc82f96436a453

Observation 2b3c3a36-ec6b-49cf-8273-6c8c68ebaf1e · inbound

FrontierNet: Learning Visual Cues to Explore cites this paper.

FrontierNet: Learning Visual Cues to Explore Metric3Dv2: A Versatile Monocular Geometric Foundation Model for Zero-shot Metric Depth and Surface Normal Estimation

Reference 33

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source=pdf_text observed=2026-08-10T21:32:46.673240Z digest=sha256:7aef4a044b8a05ae7398ed2d4e6f9031fbf184ad606a3fcd588ef0d8f60c6eda

Observation 5f81f2f3-ec6f-4bf4-823d-e043a82277b8 · inbound

RePoseD: Efficient Relative Pose Estimation With Known Depth Information cites this paper.

RePoseD: Efficient Relative Pose Estimation With Known Depth Information Metric3Dv2: A Versatile Monocular Geometric Foundation Model for Zero-shot Metric Depth and Surface Normal Estimation

Reference 28

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source=pdf_text observed=2026-08-10T20:41:07.153767Z digest=sha256:31ca4946d545dd2a1f7f7245e1a76554af9a893f2e4f5f07e0a0e977e6f6881c

Observation 5043711c-17a6-4ede-ab8a-aac21416ed15 · inbound

MonoSOWA: Scalable monocular 3D Object detector Without human Annotations cites this paper.

MonoSOWA: Scalable monocular 3D Object detector Without human Annotations Metric3Dv2: A Versatile Monocular Geometric Foundation Model for Zero-shot Metric Depth and Surface Normal Estimation

Reference 11

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source=pdf_text observed=2026-08-10T20:03:15.864821Z digest=sha256:ca0ed922d1fea132f3cce1a90f1d4fe51210f144f382dff1f98cca86c4ef8673

Observation 4e890d47-6c26-4084-a378-b1c42f6a924b · inbound

Continuous 3D Perception Model with Persistent State cites this paper.

Continuous 3D Perception Model with Persistent State Metric3Dv2: A Versatile Monocular Geometric Foundation Model for Zero-shot Metric Depth and Surface Normal Estimation

Reference 38

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source=pdf_text observed=2026-08-10T17:20:07.175961Z digest=sha256:e25a7857ef3bc28a3c4ad5b6e18a0a844ebf0c94f0c63b39ee4a63b6f16332d7

Observation ca78768f-07ac-4d8d-bc9a-a1dbbcd16a97 · inbound

Orchid: Image Latent Diffusion for Joint Appearance and Geometry Generation cites this paper.

Orchid: Image Latent Diffusion for Joint Appearance and Geometry Generation Metric3Dv2: A Versatile Monocular Geometric Foundation Model for Zero-shot Metric Depth and Surface Normal Estimation

Reference 21

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source=pdf_text observed=2026-08-10T16:30:33.294510Z digest=sha256:1ead5ae78ba41f6b18407cc47e73d828edae3065d0e90be3899ff9642faf2fad

Observation 0ac27569-e789-4a0e-864c-6a8a9555615a · inbound

Zero-Shot Novel View and Depth Synthesis with Multi-View Geometric Diffusion cites this paper.

Zero-Shot Novel View and Depth Synthesis with Multi-View Geometric Diffusion Metric3Dv2: A Versatile Monocular Geometric Foundation Model for Zero-shot Metric Depth and Surface Normal Estimation

Reference 44

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source=pdf_text observed=2026-08-09T22:30:41.649111Z digest=sha256:b68d3f6e413977fb524b852d1ee4f1c21c6ac0d9cef072a8a38c45de5668a297

Observation c4886db8-d5a5-4256-bff7-085ae79e48f3 · inbound

Matrix3D: Large Photogrammetry Model All-in-One cites this paper.

Matrix3D: Large Photogrammetry Model All-in-One Metric3Dv2: A Versatile Monocular Geometric Foundation Model for Zero-shot Metric Depth and Surface Normal Estimation

Reference 41

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source=pdf_text observed=2026-08-08T11:56:49.426373Z digest=sha256:44ff5578171e2f05b978c332a7233e953cde2d622092bffedff4eeb6a8f8bfb9

Observation 1925f5ec-841c-45fb-a4a1-9ca12a44c608 · inbound

UniDepthV2: Universal Monocular Metric Depth Estimation Made Simpler cites this paper.

UniDepthV2: Universal Monocular Metric Depth Estimation Made Simpler Metric3Dv2: A Versatile Monocular Geometric Foundation Model for Zero-shot Metric Depth and Surface Normal Estimation

Reference 16

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arxiv_id, observed 2026-05-17T09:11:04.279235Z

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No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-17T09:11:04.176769Z digest=sha256:d1ca7395af5a16e71435f10d98d6826eda09aef019c0c6c7efe26e7d0201d343

Observation 4fe6de2f-4a3e-4eff-b9fd-a9a91d1f95da · inbound

GeoMan: Temporally Consistent Human Geometry Estimation using Image-to-Video Diffusion cites this paper.

GeoMan: Temporally Consistent Human Geometry Estimation using Image-to-Video Diffusion Metric3Dv2: A Versatile Monocular Geometric Foundation Model for Zero-shot Metric Depth and Surface Normal Estimation

Reference 23

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no resolver link, observed 2026-08-07T12:59:23.363527Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:59:23.363527Z digest=sha256:8efc6bb3875fe0f8c2ab85ca2b8f68ab1820d78cc52358c96142a369b166d7d0

Observation e47a2a94-5b3d-4d74-91c0-f467b6acf5ab · inbound

Diff2Flow: Training Flow Matching Models via Diffusion Model Alignment cites this paper.

Diff2Flow: Training Flow Matching Models via Diffusion Model Alignment Metric3Dv2: A Versatile Monocular Geometric Foundation Model for Zero-shot Metric Depth and Surface Normal Estimation

Reference 22

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source=pdf_text observed=2026-08-07T11:34:00.312873Z digest=sha256:36503088b542bf3663cacb8e09ecc6e28433d1b38517152aa017cd14ec3f1aa2

Observation 266f2c87-8a0f-41e5-aff6-a0cd2c77fc38 · inbound

Towards In-the-wild 3D Plane Reconstruction from a Single Image cites this paper.

Towards In-the-wild 3D Plane Reconstruction from a Single Image Metric3Dv2: A Versatile Monocular Geometric Foundation Model for Zero-shot Metric Depth and Surface Normal Estimation

Reference 28

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source=pdf_text observed=2026-08-07T11:27:22.332168Z digest=sha256:7d32525c60ccbf6838368e0c1432c47b7b2c427723e87088fae34a528fc7caf9

Observation 1b5af1ff-3896-441c-bf3f-a6d274163a5c · inbound

ODG: Occupancy Prediction Using Dual Gaussians cites this paper.

ODG: Occupancy Prediction Using Dual Gaussians Metric3Dv2: A Versatile Monocular Geometric Foundation Model for Zero-shot Metric Depth and Surface Normal Estimation

Reference 20

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no resolver link, observed 2026-08-07T04:53:39.547997Z

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source=pdf_text observed=2026-08-07T04:53:39.547997Z digest=sha256:8bc4d2e00eb9d1a1914ecf1a56f1b1c2e2687f60e4a9cab43342da53c081d2f7

Observation 63718a7d-e6b6-4839-92f1-197d34a98041 · inbound

MoGe-2: Accurate Monocular Geometry with Metric Scale and Sharp Details cites this paper.

MoGe-2: Accurate Monocular Geometry with Metric Scale and Sharp Details Metric3Dv2: A Versatile Monocular Geometric Foundation Model for Zero-shot Metric Depth and Surface Normal Estimation

Reference 23

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arxiv_id, observed 2026-05-14T21:19:44.257909Z

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No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-14T21:19:44.144633Z digest=sha256:4976ac6c8c6d74ac02315bfb00f49226d381b5c479aaecb65a58ec56d6293f7b

Observation d47452d6-dbc7-4c18-8212-a5571e2e550b · inbound

DCHM: Depth-Consistent Human Modeling for Multiview Detection cites this paper.

DCHM: Depth-Consistent Human Modeling for Multiview Detection Metric3Dv2: A Versatile Monocular Geometric Foundation Model for Zero-shot Metric Depth and Surface Normal Estimation

Reference 15

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no resolver link, observed 2026-08-06T16:08:59.312379Z

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source=pdf_text observed=2026-08-06T16:08:59.312379Z digest=sha256:b7da66cb6bb2bdf64da88fdb093c571e702ee687679516d5c813b51540ab948c

Observation 6f56ed79-7f5d-4f0a-ad05-1f587a12205e · inbound

UAVScenes: A Multi-Modal Dataset for UAVs cites this paper.

UAVScenes: A Multi-Modal Dataset for UAVs Metric3Dv2: A Versatile Monocular Geometric Foundation Model for Zero-shot Metric Depth and Surface Normal Estimation

Reference 40

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no resolver link, observed 2026-08-06T11:47:49.654447Z

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source=pdf_text observed=2026-08-06T11:47:49.654447Z digest=sha256:5446401c728a85b908520a4dea1fa7ebf977c745fd5526acea7e1fbf869f43d9

Observation f494bb13-accb-40ad-b88f-941f18049381 · inbound

Qwen-Image Technical Report cites this paper.

Qwen-Image Technical Report Metric3Dv2: A Versatile Monocular Geometric Foundation Model for Zero-shot Metric Depth and Surface Normal Estimation

Reference 13

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arxiv_id, observed 2026-05-10T14:29:06.992885Z

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No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-10T14:29:06.883874Z digest=sha256:9130362fd425b5e78932aa3950293d727ebf4d286617a83a27c1607407c40a9b

Observation 9eb7bd42-bf6e-4d04-b80d-f58fdb538b1c · inbound

PRISM-SLAM: Probabilistic Ray-Grounded Inference for Scale-aware Metric SLAM cites this paper.

PRISM-SLAM: Probabilistic Ray-Grounded Inference for Scale-aware Metric SLAM Metric3Dv2: A Versatile Monocular Geometric Foundation Model for Zero-shot Metric Depth and Surface Normal Estimation

Reference 4

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arxiv_id, observed 2026-07-01T14:55:48.215130Z

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No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-06-30T18:38:27.293012Z digest=sha256:e0584950303ed6dfbee4b2b188451d284d94a08bf5d3ffa8d78c6415eb636060

Observation d4bc8982-e1d6-439b-bac7-c2852444e9ba · inbound

Towards Consistent Video Geometry Estimation cites this paper.

Towards Consistent Video Geometry Estimation Metric3Dv2: A Versatile Monocular Geometric Foundation Model for Zero-shot Metric Depth and Surface Normal Estimation

Reference 24

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verified exact
arxiv_id, observed 2026-06-29T08:13:16.085320Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-06-29T08:03:13.579650Z digest=sha256:3736f62848ceecf2217e3f10b63cb2276d46e6ece279c199d65f1fb406e7c81c

Observation 9b021020-f092-4ca6-8553-855346c93e36 · inbound

Towards Consistent Video Geometry Estimation cites this paper.

Towards Consistent Video Geometry Estimation Metric3Dv2: A Versatile Monocular Geometric Foundation Model for Zero-shot Metric Depth and Surface Normal Estimation

Reference 24

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unresolved
no resolver link, observed 2026-08-02T12:54:15.359173Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T12:54:15.359173Z digest=sha256:d07d3ea829aa18209a0176ce0f73654bb47f47d6ce6e165e86edac18b4662d3a

Observation 4c716ea1-b535-41f5-bf3d-7d2d61501d67 · inbound

DepthMaster: Unified Monocular Depth Estimation for Perspective and Panoramic Images cites this paper.

DepthMaster: Unified Monocular Depth Estimation for Perspective and Panoramic Images Metric3Dv2: A Versatile Monocular Geometric Foundation Model for Zero-shot Metric Depth and Surface Normal Estimation

Reference 13

Resolution
verified exact
arxiv_id, observed 2026-07-03T10:58:02.625111Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-06-27T09:47:25.510821Z digest=sha256:b0d734d94502481ef9e07fbd9f7ce1f324aa8d28f546bfa97323a3cd4f67242a

Observation 9d60b877-0cdb-46b0-a9a1-b8f067aea9a2 · inbound

Qwen-RobotWorld Technical Report: Unifying Embodied World Modeling through Language-Conditioned Video Generation cites this paper.

Qwen-RobotWorld Technical Report: Unifying Embodied World Modeling through Language-Conditioned Video Generation Metric3Dv2: A Versatile Monocular Geometric Foundation Model for Zero-shot Metric Depth and Surface Normal Estimation

Reference 294

Resolution
metadata mismatch
arxiv_id, observed 2026-07-03T17:18:43.952761Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-06-27T04:19:26.332718Z digest=sha256:1d07678d5d810208f4add5d09e01ab15f42c2a13f1c932e6f5eae3bcaebc3da5

Observation 1e7e509e-5085-40fa-9c7c-48195cffe1ac · inbound

LTM: Large-scale Terrain Model for Wildfire-prone Landscapes cites this paper.

LTM: Large-scale Terrain Model for Wildfire-prone Landscapes Metric3Dv2: A Versatile Monocular Geometric Foundation Model for Zero-shot Metric Depth and Surface Normal Estimation

Reference 68

Resolution
metadata mismatch
local_arxiv, observed 2026-07-10T02:46:42.942819Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-07-10T02:41:09.149463Z digest=sha256:f95451b218e067c23b4cdfa0ebe188dd129fbf40b63098b9dc89e5040ef937a1

Observation 4c96e739-f4ff-43de-88fc-e808a51b8ce5 · inbound

X-Lens: Real-Time Metric Depth Estimation with Heterogeneous Cameras cites this paper.

X-Lens: Real-Time Metric Depth Estimation with Heterogeneous Cameras Metric3Dv2: A Versatile Monocular Geometric Foundation Model for Zero-shot Metric Depth and Surface Normal Estimation

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-02T06:16:19.074551Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T06:16:19.074551Z digest=sha256:afce7c1d50545c89e8cde695ccdfe5aa21f6d0d76f82f300d80da04175194ff8

Observation fe9dc8d4-72ad-4aa5-bf33-44a4ff474d77 · inbound

SeeSE3: Emergence of 3D Space in Vision Features cites this paper.

SeeSE3: Emergence of 3D Space in Vision Features Metric3Dv2: A Versatile Monocular Geometric Foundation Model for Zero-shot Metric Depth and Surface Normal Estimation

Reference 62

Resolution
unresolved
no resolver link, observed 2026-08-02T02:49:58.124847Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T02:49:58.124847Z digest=sha256:3fd67b28bee2db46337c84c3f266be7bad60f30cfe35d68f8f701889e6f69e87

Observation 8c78d21c-9873-4900-9b5c-86ca38dcaacb · inbound

Depth Estimators Are Implicit Neural Fields for 3D Scene Geometry Inpainting and Reconstruction cites this paper.

Depth Estimators Are Implicit Neural Fields for 3D Scene Geometry Inpainting and Reconstruction Metric3Dv2: A Versatile Monocular Geometric Foundation Model for Zero-shot Metric Depth and Surface Normal Estimation

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-02T07:25:08.920725Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T07:25:08.920725Z digest=sha256:749146280a7c846bdc597ac4b270d753fedf71cef0301b930b8b3900628b6ae9

Observation 9b2b050f-b9f5-413c-a2a6-c0c3d1ac6d16 · inbound

DVPSFormer: Efficient Online Depth-aware Video Panoptic Segmentation for Autonomous Driving cites this paper.

DVPSFormer: Efficient Online Depth-aware Video Panoptic Segmentation for Autonomous Driving Metric3Dv2: A Versatile Monocular Geometric Foundation Model for Zero-shot Metric Depth and Surface Normal Estimation

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-01T00:42:14.580703Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T00:42:14.580703Z digest=sha256:3baf6505ad6a4c9eaf448fe736c7981409abb2513aed9bd0db55b97a69012b6a