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Paper Citation Record · LEDGER

VBench++: Comprehensive and Versatile Benchmark Suite for Video Generative Models

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 56 inbound Pith citation observations for arXiv:2411.13503.

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

pith.paper-citation-record.v1
2411.13503 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 56 of 56 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 56 of 56 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-08T00:17:53.723961Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T00:29:15.561418Z

Reference resolution

0 of 0 outbound references displayed

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External citation measurements

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Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation a5950531-c49f-40bc-ba46-d54c29ff3240 · inbound

Do generative video models understand physical principles? cites this paper.

Do generative video models understand physical principles? VBench++: Comprehensive and Versatile Benchmark Suite for Video Generative Models

Reference 48

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arxiv_id, observed 2026-05-20T12:47:05.918799Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-20T12:47:05.825659Z digest=sha256:974f3fc7ca049a3f2996cc463c938320ade8f7c195b164a931014085d53a053c

Observation c8ff900c-1987-4a7d-8947-af3cd03e90ef · inbound

RealCam-I2V: Real-World Image-to-Video Generation with Interactive Complex Camera Control cites this paper.

RealCam-I2V: Real-World Image-to-Video Generation with Interactive Complex Camera Control VBench++: Comprehensive and Versatile Benchmark Suite for Video Generative Models

Reference 30

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no resolver link, observed 2026-08-07T19:40:21.241441Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T19:40:21.241441Z digest=sha256:129004ac6d263e8331d91c08a6b5b13c245a09e77beb3538dbdc6d736e0b1c04

Observation da4ccb58-31ee-40ab-a80d-2aa67ff67302 · inbound

VACE: All-in-One Video Creation and Editing cites this paper.

VACE: All-in-One Video Creation and Editing VBench++: Comprehensive and Versatile Benchmark Suite for Video Generative Models

Reference 80

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verified exact
arxiv_id, observed 2026-05-16T00:53:54.127307Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-16T00:53:53.855965Z digest=sha256:a85b80535c9f25e7aac54b7a1663b9aa6d7483826ec98f05c3304dd2a51774bf

Observation 7700a839-f3fd-4584-aebc-0edf89d9011e · inbound

VBench-2.0: Advancing Video Generation Benchmark Suite for Intrinsic Faithfulness cites this paper.

VBench-2.0: Advancing Video Generation Benchmark Suite for Intrinsic Faithfulness VBench++: Comprehensive and Versatile Benchmark Suite for Video Generative Models

Reference 26

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verified exact
arxiv_id, observed 2026-05-14T18:42:03.062549Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-14T18:42:02.940250Z digest=sha256:3e8577fa9b001e10b2779d907399c975150b29d48e1cd7cc203145c5c6286155

Observation cca792f4-4c2e-4636-b48e-d696a5063dd1 · inbound

MAGI-1: Autoregressive Video Generation at Scale cites this paper.

MAGI-1: Autoregressive Video Generation at Scale VBench++: Comprehensive and Versatile Benchmark Suite for Video Generative Models

Reference 18

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metadata mismatch
arxiv_id, observed 2026-05-13T20:31:15.793611Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-13T20:31:15.700943Z digest=sha256:1c534d32ed11d221989de15fefbfe09528e4ed5c00d4e4b9bf5ca37f0c7b73d2

Observation 288b44fb-26ab-4086-8dd5-595bdb0df7fe · inbound

OpenS2V-Nexus: A Detailed Benchmark and Million-Scale Dataset for Subject-to-Video Generation cites this paper.

OpenS2V-Nexus: A Detailed Benchmark and Million-Scale Dataset for Subject-to-Video Generation VBench++: Comprehensive and Versatile Benchmark Suite for Video Generative Models

Reference 37

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unresolved
no resolver link, observed 2026-08-07T13:59:30.771224Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:59:30.771224Z digest=sha256:94f7eedc303eaeef6a9ac698d611eb2e80b4964e3f5cc14454ef24154dc5ec7b

Observation b8ec7eb7-bf5b-4406-ba70-9c726a0943e9 · inbound

Towards Holistic Visual Quality Assessment of AI-Generated Videos: A LLM-Based Multi-Dimensional Evaluation Model cites this paper.

Towards Holistic Visual Quality Assessment of AI-Generated Videos: A LLM-Based Multi-Dimensional Evaluation Model VBench++: Comprehensive and Versatile Benchmark Suite for Video Generative Models

Reference 14

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no resolver link, observed 2026-08-07T10:40:44.168646Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:40:44.168646Z digest=sha256:87c604500947d9ec19a0b40774fddb08aff369d1b00d95abd78e5d9070c75217

Observation c042a835-2a38-4372-9c36-69171e38f5cc · inbound

DualX-VSR: Dual Axial Spatial$\times$Temporal Transformer for Real-World Video Super-Resolution without Motion Compensation cites this paper.

DualX-VSR: Dual Axial Spatial$\times$Temporal Transformer for Real-World Video Super-Resolution without Motion Compensation VBench++: Comprehensive and Versatile Benchmark Suite for Video Generative Models

Reference 17

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no resolver link, observed 2026-08-07T10:39:06.483471Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:39:06.483471Z digest=sha256:d75d097d5dd2e9b37333765db2be3d6612e280de5329fa711024d091d6d9df49

Observation 52dfe04f-36bd-4da3-a8d4-236587c37e4c · inbound

RDPO: Real Data Preference Optimization for Physics Consistency Video Generation cites this paper.

RDPO: Real Data Preference Optimization for Physics Consistency Video Generation VBench++: Comprehensive and Versatile Benchmark Suite for Video Generative Models

Reference 15

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unresolved
no resolver link, observed 2026-08-06T23:20:49.206620Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:20:49.206620Z digest=sha256:349948399ba98d1f08d13cb47b22659c929a45e378fd4dca4db1ce73acaa21a3

Observation 4f809bb8-7768-43c3-95f9-d66ac66f597d · inbound

Robotic Manipulation by Imitating Generated Videos Without Physical Demonstrations cites this paper.

Robotic Manipulation by Imitating Generated Videos Without Physical Demonstrations VBench++: Comprehensive and Versatile Benchmark Suite for Video Generative Models

Reference 50

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verified exact
arxiv_id, observed 2026-05-19T06:37:07.346167Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-19T06:36:13.144868Z digest=sha256:1ad04b1b70ec0750414cf699c94532538ec657fbafbc9d63ffe51f0855336116

Observation 3b1116f8-421f-4161-86d7-0ff257d86b9d · inbound

TokensGen: Harnessing Condensed Tokens for Long Video Generation cites this paper.

TokensGen: Harnessing Condensed Tokens for Long Video Generation VBench++: Comprehensive and Versatile Benchmark Suite for Video Generative Models

Reference 20

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no resolver link, observed 2026-08-06T15:28:29.174408Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:28:29.174408Z digest=sha256:edcea7fb46e0328ac672d3b75e697028a6b6835cd6b8582533974b133349f8b0

Observation 2a991ffd-14bd-4da0-a25f-43c30396083a · inbound

Pusa V1.0: Unlocking Temporal Control in Pretrained Video Diffusion Models via Vectorized Timestep Adaptation cites this paper.

Pusa V1.0: Unlocking Temporal Control in Pretrained Video Diffusion Models via Vectorized Timestep Adaptation VBench++: Comprehensive and Versatile Benchmark Suite for Video Generative Models

Reference 9

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unresolved
no resolver link, observed 2026-08-06T15:24:25.946866Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:24:25.946866Z digest=sha256:decd55fbfe03e44cc1d20f107330deae9547c6395ff6a19b4e1c14c20fb4a940

Observation 50e821e1-e885-4f81-8044-39e13fd45158 · inbound

T2VWorldBench: A Benchmark for Evaluating World Knowledge in Text-to-Video Generation cites this paper.

T2VWorldBench: A Benchmark for Evaluating World Knowledge in Text-to-Video Generation VBench++: Comprehensive and Versatile Benchmark Suite for Video Generative Models

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-06T14:43:27.444843Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:43:27.444843Z digest=sha256:35ab5d5eac4248088fc94c4c8e4d7ed9aec05d1c92cb5a4d8b37c04a0219bdaa

Observation d5740777-b255-4425-82ff-7a1efc073aba · inbound

Genie Envisioner: A Unified World Foundation Platform for Robotic Manipulation cites this paper.

Genie Envisioner: A Unified World Foundation Platform for Robotic Manipulation VBench++: Comprehensive and Versatile Benchmark Suite for Video Generative Models

Reference 18

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verified exact
arxiv_id, observed 2026-05-15T21:28:42.019235Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-15T21:28:41.904725Z digest=sha256:5862d9226a8a0da0b5456c03b71cebeb7b167efa7234a4164c429a1c599795a6

Observation fc63032e-f7ef-4563-910d-04e933280324 · inbound

FaceAnonyMixer: Cancelable Faces via Identity Consistent Latent Space Mixing cites this paper.

FaceAnonyMixer: Cancelable Faces via Identity Consistent Latent Space Mixing VBench++: Comprehensive and Versatile Benchmark Suite for Video Generative Models

Reference 18

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unresolved
no resolver link, observed 2026-08-05T23:17:30.512487Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T23:17:30.512487Z digest=sha256:6c92a18f8f7f0b8b75220dbc2364efdd20438bf8348c0c2d5da2b697d9d789e2

Observation cf350b28-b26a-452e-8002-867fd0e50ad3 · inbound

DreamSwapV: Mask-guided Subject Swapping for Any Customized Video Editing cites this paper.

DreamSwapV: Mask-guided Subject Swapping for Any Customized Video Editing VBench++: Comprehensive and Versatile Benchmark Suite for Video Generative Models

Reference 17

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no resolver link, observed 2026-08-05T18:34:25.367053Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T18:34:25.367053Z digest=sha256:993408587ff50ba73db323bcca2996de316d52b9ee5dc10907b310bc2e0163c4

Observation c3549f2a-4267-4587-9cb4-c814bf3307c0 · inbound

CineScale: Free Lunch in High-Resolution Cinematic Visual Generation cites this paper.

CineScale: Free Lunch in High-Resolution Cinematic Visual Generation VBench++: Comprehensive and Versatile Benchmark Suite for Video Generative Models

Reference 74

Resolution
unresolved
no resolver link, observed 2026-08-05T17:46:36.983131Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T17:46:36.983131Z digest=sha256:7799420d55bfd6d9c276f584efa360ef911c2f71e6d8f8359aef31ff72c7e929

Observation 337f599b-669e-4115-ab30-58e472c1cbbb · inbound

LongLive: Real-time Interactive Long Video Generation cites this paper.

LongLive: Real-time Interactive Long Video Generation VBench++: Comprehensive and Versatile Benchmark Suite for Video Generative Models

Reference 17

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verified exact
arxiv_id, observed 2026-05-15T03:52:59.496155Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-05-15T03:52:59.287555Z digest=sha256:2730f5a35c05029fa4d5a0ecae60a19e16e6ec9ceacc890a4778c0ba7e34206b

Observation 87c93e74-e3a4-43e9-813f-2f3e1380ddac · inbound

RAPO++: Cross-Stage Prompt Optimization for Text-to-Video Generation via Data Alignment and Test-Time Scaling cites this paper.

RAPO++: Cross-Stage Prompt Optimization for Text-to-Video Generation via Data Alignment and Test-Time Scaling VBench++: Comprehensive and Versatile Benchmark Suite for Video Generative Models

Reference 8

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verified exact
arxiv_id, observed 2026-05-18T05:15:54.326912Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-18T05:13:42.934115Z digest=sha256:4bb7864fe7aa4cc849bc234ed2e18ac65413d3f3b815dce4c3a9fa1bc612c5d6

Observation d886b2a6-24d5-46c9-a5dc-67b3d55d9168 · inbound

SteadyDancer: Harmonized and Coherent Human Image Animation with First-Frame Preservation cites this paper.

SteadyDancer: Harmonized and Coherent Human Image Animation with First-Frame Preservation VBench++: Comprehensive and Versatile Benchmark Suite for Video Generative Models

Reference 12

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verified exact
arxiv_id, observed 2026-05-21T18:24:18.347427Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-21T18:21:08.172735Z digest=sha256:c330c8d67eaedc954624820747378b4ce2024e2fa72174787e153c00d095b989

Observation 87f7eb7f-9834-432b-b361-dc46b78320db · inbound

Reward Forcing: Efficient Streaming Video Generation with Rewarded Distribution Matching Distillation cites this paper.

Reward Forcing: Efficient Streaming Video Generation with Rewarded Distribution Matching Distillation VBench++: Comprehensive and Versatile Benchmark Suite for Video Generative Models

Reference 32

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arxiv_id, observed 2026-05-16T18:17:55.173190Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-16T18:17:54.943863Z digest=sha256:0b64341391f304ac6991d2aa47265fb77ecb0a3de31dac390fe75dd91540ebe6

Observation 74fe9663-341a-4d29-8219-e3816e37c5b4 · inbound

InverseCrafter: Efficient Video ReCapture as a Latent Domain Inverse Problem cites this paper.

InverseCrafter: Efficient Video ReCapture as a Latent Domain Inverse Problem VBench++: Comprehensive and Versatile Benchmark Suite for Video Generative Models

Reference 20

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no resolver link, observed 2026-08-03T18:26:33.647052Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T18:26:33.647052Z digest=sha256:8a1a86758c296d1ad74bdd902fd9b4b28391af6c1818e6e66444ae7010fc87c1

Observation 82af4cf6-6118-4d24-ad44-62671e86b011 · inbound

WorldLens: Full-Spectrum Evaluations of Driving World Models in Real World cites this paper.

WorldLens: Full-Spectrum Evaluations of Driving World Models in Real World VBench++: Comprehensive and Versatile Benchmark Suite for Video Generative Models

Reference 42

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no resolver link, observed 2026-08-03T17:02:35.542849Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T17:02:35.542849Z digest=sha256:6dcf7c9eaba94d4af0a8f985dcb6f067836e41b6de41537fb0a6ec65a51fa650

Observation 8db825c1-eeff-4842-a8e4-7e729cb8ea5a · inbound

InsertAnywhere: Geometrically Grounded and Optics-Aware Video Object Insertion cites this paper.

InsertAnywhere: Geometrically Grounded and Optics-Aware Video Object Insertion VBench++: Comprehensive and Versatile Benchmark Suite for Video Generative Models

Reference 8

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unresolved
no resolver link, observed 2026-08-03T15:20:18.866208Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T15:20:18.866208Z digest=sha256:97086f5d1355f3b6654be9fbfa41abfca6cd76389cf337fe648729f25d6e4365

Observation 38164a7e-96e4-4c54-be7b-a4952517686f · inbound

CoMoVi: Co-Generation of 3D Human Motions and Realistic Videos cites this paper.

CoMoVi: Co-Generation of 3D Human Motions and Realistic Videos VBench++: Comprehensive and Versatile Benchmark Suite for Video Generative Models

Reference 30

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arxiv_id, observed 2026-05-16T13:47:57.456823Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-16T13:43:26.460480Z digest=sha256:a82e8931e75e154dbd2f826eed7ded87e5b353117a8dbe71d9804276160e707d

Observation f8001d5e-fec8-44b0-8c8f-f17b5a4045c5 · inbound

Evolution of Video Generative Foundations cites this paper.

Evolution of Video Generative Foundations VBench++: Comprehensive and Versatile Benchmark Suite for Video Generative Models

Reference 173

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verified exact
arxiv_id, observed 2026-05-11T00:05:51.455462Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-10T18:41:38.616611Z digest=sha256:df3cb75487fbfed12018208068affd98f143fef1cb5d9647d2987599c6d6b09a

Observation f0b089e2-942d-4afa-8845-4a1491535514 · inbound

Ego-InBetween: Generating Object State Transitions in Ego-Centric Videos cites this paper.

Ego-InBetween: Generating Object State Transitions in Ego-Centric Videos VBench++: Comprehensive and Versatile Benchmark Suite for Video Generative Models

Reference 16

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verified exact
arxiv_id, observed 2026-05-10T06:56:48.007951Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-10T05:26:48.606759Z digest=sha256:88fcb24d4ce0ea1c266f3ef208b53e16a05d60dabce39dc6d453808e71f4d208

Observation 61aa2bf4-d532-49fa-96a0-b7631f7b7fc9 · inbound

HumanScore: Benchmarking Human Motions in Generated Videos cites this paper.

HumanScore: Benchmarking Human Motions in Generated Videos VBench++: Comprehensive and Versatile Benchmark Suite for Video Generative Models

Reference 24

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metadata mismatch
arxiv_id, observed 2026-05-11T13:41:04.461785Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-10T01:17:16.513512Z digest=sha256:656f806045b161a7dcbbdc8214123294e6f7a29c0f5dd5e64aac46ee4cb8047e

Observation a1e3ef45-99cb-47fc-85ee-782b4dfdd014 · inbound

Resilience Revisited: A Multidimensional Framework Derived from Realistic Attack Scenarios cites this paper.

Resilience Revisited: A Multidimensional Framework Derived from Realistic Attack Scenarios VBench++: Comprehensive and Versatile Benchmark Suite for Video Generative Models

Reference 8

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unresolved
no resolver link, observed 2026-07-12T18:37:45.495075Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T18:37:45.495075Z digest=sha256:89ca2395bf69e4ea278c4bf783fed907b8b35aaf992158d347b9bd6b44c0e826

Observation aa453705-bc68-4c16-8b06-def56328fd33 · inbound

WorldMark: A Unified Benchmark Suite for Interactive Video World Models cites this paper.

WorldMark: A Unified Benchmark Suite for Interactive Video World Models VBench++: Comprehensive and Versatile Benchmark Suite for Video Generative Models

Reference 17

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verified exact
arxiv_id, observed 2026-05-11T14:26:02.153399Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-09T21:55:41.553840Z digest=sha256:50e77b68297cb481012a3839147ec927c9fc075de8f0a4c4d3861dbb8e52e5c7

Observation 5fd6829b-4bc6-4df4-ae43-3be266462111 · inbound

WorldJen: An End-to-End Multi-Dimensional Benchmark for Generative Video Models cites this paper.

WorldJen: An End-to-End Multi-Dimensional Benchmark for Generative Video Models VBench++: Comprehensive and Versatile Benchmark Suite for Video Generative Models

Reference 12

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verified exact
arxiv_id, observed 2026-05-12T10:41:30.594626Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-07T04:13:26.433133Z digest=sha256:05b5f9f09cc7131ea05a0de7cb320a4437f2ec638f5a42c52a5e42f8245f12a6

Observation 606ecf11-1872-46fa-9158-2000c5982a5a · inbound

WorldJen: An End-to-End Multi-Dimensional Benchmark for Generative Video Models cites this paper.

WorldJen: An End-to-End Multi-Dimensional Benchmark for Generative Video Models VBench++: Comprehensive and Versatile Benchmark Suite for Video Generative Models

Reference 12

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verified exact
arxiv_id, observed 2026-05-09T06:00:37.392060Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-08T19:08:07.487384Z digest=sha256:5dbe970904f9560e54435b6e12ef8aa0abb8291df7f4457312b6dc1c52394c01

Observation 266e8177-387b-4621-bd06-a24a64cf28ae · inbound

LIVEditor-14B: Lightning Unified Video Editing via In-Context Sparse Attention cites this paper.

LIVEditor-14B: Lightning Unified Video Editing via In-Context Sparse Attention VBench++: Comprehensive and Versatile Benchmark Suite for Video Generative Models

Reference 29

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metadata mismatch
arxiv_id, observed 2026-05-11T18:06:07.165157Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-05-08T16:38:20.057250Z digest=sha256:59da3727870960652f644e51e5f8b67a532ae6cb4cfad735365b2af04e393629

Observation 4c365d6a-70ac-4c49-9680-153bac4a3288 · inbound

PhyMotion: Structured 3D Motion Reward for Physics-Grounded Human Video Generation cites this paper.

PhyMotion: Structured 3D Motion Reward for Physics-Grounded Human Video Generation VBench++: Comprehensive and Versatile Benchmark Suite for Video Generative Models

Reference 8

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verified exact
arxiv_id, observed 2026-05-15T02:49:41.420238Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-15T02:49:21.291716Z digest=sha256:951059cbea603cf0b42e8cc6064ef7ba14d19b27f4eeb8201724d2996830b4b1

Observation f0df9630-dc88-4fef-bd07-910429f0307a · inbound

Compositional Video Generation via Inference-Time Guidance cites this paper.

Compositional Video Generation via Inference-Time Guidance VBench++: Comprehensive and Versatile Benchmark Suite for Video Generative Models

Reference 26

Resolution
metadata mismatch
arxiv_id, observed 2026-06-30T21:35:04.324142Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-06-30T21:33:27.227307Z digest=sha256:d8bf3647cf27fa57cdc4dd99ed4d0a7394407cd2b48fd68561e7f4542a18601d

Observation 5a57ee88-1971-4c0d-bbc2-03283a0da637 · inbound

When Cultures Move: Measuring and Improving Multicultural Text-to-Video Generation cites this paper.

When Cultures Move: Measuring and Improving Multicultural Text-to-Video Generation VBench++: Comprehensive and Versatile Benchmark Suite for Video Generative Models

Reference 5

Resolution
metadata mismatch
arxiv_id, observed 2026-05-19T22:02:49.011446Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-19T21:59:44.030267Z digest=sha256:3b464377d44cd317c40a3ddacefd8fcadc3a1ad2da160ec7401c37f3f2cad334

Observation 28b5453d-7182-440d-bc72-6e62b2427029 · inbound

When Cultures Move: Measuring and Improving Multicultural Text-to-Video Generation cites this paper.

When Cultures Move: Measuring and Improving Multicultural Text-to-Video Generation VBench++: Comprehensive and Versatile Benchmark Suite for Video Generative Models

Reference 7

Resolution
metadata mismatch
arxiv_id, observed 2026-06-30T19:45:01.046643Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-06-30T19:36:43.654439Z digest=sha256:83f3d1615d2064a086465ebecdf3df4ef725e25fd742f647c4bc9b7e257ee8a9

Observation c1999cad-d5a6-4d6e-a946-c7f3259d55c7 · inbound

When Cultures Move: Measuring and Improving Multicultural Text-to-Video Generation cites this paper.

When Cultures Move: Measuring and Improving Multicultural Text-to-Video Generation VBench++: Comprehensive and Versatile Benchmark Suite for Video Generative Models

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-02T13:52:47.156180Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T13:52:47.156180Z digest=sha256:a4290414645616fd8a576209a69865d1adf872fd28ae07c5fbcde7666c3a6ab8

Observation 52448858-d00c-4089-8435-d00b20c28235 · inbound

Toward Native Multimodal Modeling: A Roadmap cites this paper.

Toward Native Multimodal Modeling: A Roadmap VBench++: Comprehensive and Versatile Benchmark Suite for Video Generative Models

Reference 151

Resolution
verified exact
arxiv_id, observed 2026-06-29T23:04:01.980505Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-06-29T22:58:38.610609Z digest=sha256:d026185713fdad7330a6d15f788d811bf4d45128200c866bbcccba2bc1078e1b

Observation 1e3f566d-4d0e-4120-b92a-1f368a117e8c · inbound

OmniDrive: An LLM-Choreographed Multi-Agent World Model with Unified Latent Co-Compression for Multi-View Driving Video Generation cites this paper.

OmniDrive: An LLM-Choreographed Multi-Agent World Model with Unified Latent Co-Compression for Multi-View Driving Video Generation VBench++: Comprehensive and Versatile Benchmark Suite for Video Generative Models

Reference 18

Resolution
verified exact
arxiv_id, observed 2026-07-03T19:28:52.751878Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-06-27T01:46:14.430539Z digest=sha256:32efe8d4e49e96f4380fc609b9df9cc50273d2acf56802c4dd56d41c478339b0

Observation d8a0162c-00ad-47fc-ae85-2be8c7553b65 · inbound

Physics-IQ Verified cites this paper.

Physics-IQ Verified VBench++: Comprehensive and Versatile Benchmark Suite for Video Generative Models

Reference 48

Resolution
verified exact
arxiv_id, observed 2026-07-04T00:29:15.563864Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-06-26T21:13:36.568700Z digest=sha256:f106573ad1fa1c97f5be06c186d4f39981a4f8880ee0f70026a3bded45024a3d

Observation 72aa01fd-e2f8-416c-81ab-d888b47bb751 · inbound

Directing the World: Fast Autoregressive Video Generation with Compositional Human-Camera Control cites this paper.

Directing the World: Fast Autoregressive Video Generation with Compositional Human-Camera Control VBench++: Comprehensive and Versatile Benchmark Suite for Video Generative Models

Reference 31

Resolution
metadata mismatch
arxiv_id, observed 2026-06-29T18:43:51.123830Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-06-29T05:03:56.624536Z digest=sha256:0b338988fce525445673847317f943a8648c048402aaa8386790e63b6905a515

Observation ae394a08-d36f-4449-8a36-3f1d7dbd6d65 · inbound

A Good Talk Does not Look Like a Summary, It Teaches You! Measuring Takeaways from Paper-to-Video Talks cites this paper.

A Good Talk Does not Look Like a Summary, It Teaches You! Measuring Takeaways from Paper-to-Video Talks VBench++: Comprehensive and Versatile Benchmark Suite for Video Generative Models

Reference 70

Resolution
verified exact
arxiv_id, observed 2026-07-01T15:45:48.895255Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-06-30T00:59:50.478584Z digest=sha256:231716d3358e59ccebe84368d79a3d2790552f9336ef14f271885fc8a429c5e3

Observation 27ea237e-f514-47ad-adfc-e61986c5357e · inbound

Bridging Video Understanding and Generation in a Unified Framework cites this paper.

Bridging Video Understanding and Generation in a Unified Framework VBench++: Comprehensive and Versatile Benchmark Suite for Video Generative Models

Reference 26

Resolution
verified exact
arxiv_id, observed 2026-07-01T10:05:40.332175Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-01T05:57:54.653504Z digest=sha256:890a993b48d9b7f2ef8b9d4640bf496f27ed7f7aad8d3ded3f37faeb2e9bff36

Observation 1d5a4e47-f371-4a64-badf-f938ce3aa452 · inbound

WorldRoamBench: An Open-World Benchmark for Long-Horizon Stability of Interactive World Models cites this paper.

WorldRoamBench: An Open-World Benchmark for Long-Horizon Stability of Interactive World Models VBench++: Comprehensive and Versatile Benchmark Suite for Video Generative Models

Reference 19

Resolution
verified exact
arxiv_id, observed 2026-07-01T09:55:41.281798Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-01T06:01:05.571698Z digest=sha256:176ca07dcd2d786b130bd949bf3bccc07c61e45c15b86c389bdc83c4f29dec6b

Observation 1d744551-ddbf-4ad5-8897-092719f0dbbd · inbound

WorldRoamBench: An Open-World Benchmark for Long-Horizon Stability of Interactive World Models cites this paper.

WorldRoamBench: An Open-World Benchmark for Long-Horizon Stability of Interactive World Models VBench++: Comprehensive and Versatile Benchmark Suite for Video Generative Models

Reference 19

Resolution
verified exact
arxiv_id, observed 2026-07-03T21:58:58.305020Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-03T21:58:29.499220Z digest=sha256:113f1a75c34a32d263aaa6d91db057a24dc59793b32d77b44ca96793bfaa3c83

Observation 7ac2b519-93bc-400d-b657-461d7a9a5d61 · inbound

WorldRoamBench: An Open-World Benchmark for Long-Horizon Stability of Interactive World Models cites this paper.

WorldRoamBench: An Open-World Benchmark for Long-Horizon Stability of Interactive World Models VBench++: Comprehensive and Versatile Benchmark Suite for Video Generative Models

Reference 19

Resolution
unresolved
no resolver link, observed 2026-07-12T10:02:29.248139Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T10:02:29.248139Z digest=sha256:9b7e9e0fd4f823d4ae42a4f4404b9ac0af185bb339145a5f54609661b391d035

Observation 713e3055-cb73-4b87-b843-8d3a62998378 · inbound

Anti-Prompt: Image Protection against Text-Guided Image-to-Video Generation cites this paper.

Anti-Prompt: Image Protection against Text-Guided Image-to-Video Generation VBench++: Comprehensive and Versatile Benchmark Suite for Video Generative Models

Reference 24

Resolution
metadata mismatch
arxiv_id, observed 2026-07-03T20:58:57.219789Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-07-03T20:57:06.512365Z digest=sha256:f9c7a9d2cf16d3c5ad6d457114204c9a69609e16e98e9b920d86c0cff3445112

Observation 5037c5cb-de90-43ee-8922-29b79f4812c8 · inbound

Anti-Prompt: Image Protection against Text-Guided Image-to-Video Generation cites this paper.

Anti-Prompt: Image Protection against Text-Guided Image-to-Video Generation VBench++: Comprehensive and Versatile Benchmark Suite for Video Generative Models

Reference 24

Resolution
unresolved
no resolver link, observed 2026-07-12T08:45:35.247511Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T08:45:35.247511Z digest=sha256:fabbca8fb37d4ed91fa24fa2ea4dd415a7667978b123f575f8e078624c72179a

Observation a9098cd6-3a7d-446e-9380-1909d0515806 · inbound

Anti-Prompt: Image Protection against Text-Guided Image-to-Video Generation cites this paper.

Anti-Prompt: Image Protection against Text-Guided Image-to-Video Generation VBench++: Comprehensive and Versatile Benchmark Suite for Video Generative Models

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-03T02:03:42.210118Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T02:03:42.210118Z digest=sha256:8f6e57fda80aee8be11980ee7790ea10276207d79501e9dc4e22dffa51aa25ae

Observation 605e4742-7236-4286-8160-716df02c769e · inbound

From World Action Models to Embodied Brains: A Roadmap for Open-World Physical Intelligence cites this paper.

From World Action Models to Embodied Brains: A Roadmap for Open-World Physical Intelligence VBench++: Comprehensive and Versatile Benchmark Suite for Video Generative Models

Reference 127

Resolution
unresolved
no resolver link, observed 2026-07-14T03:51:24.547781Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-14T03:51:24.547781Z digest=sha256:bed9ff619993a8a10dea140457d97e46a0cecbe885284f3b52e998daf3fa413e

Observation b3318902-9b5d-4783-83c0-5cd457231e6e · inbound

Learning Explicit Physical Parameter Control and Benchmarking for Video Generation cites this paper.

Learning Explicit Physical Parameter Control and Benchmarking for Video Generation VBench++: Comprehensive and Versatile Benchmark Suite for Video Generative Models

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-01T14:02:13.046477Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T14:02:13.046477Z digest=sha256:342fb6e676a57e2f9a65c50b437543aa8c24b7e19e46ef4f9b96af21c13e05f0

Observation eaa7affd-b072-4f8d-b1e8-8e07201085c2 · inbound

Visko Orbis 1.0: A Live Model for Real-Time Interactive Long Video Generation cites this paper.

Visko Orbis 1.0: A Live Model for Real-Time Interactive Long Video Generation VBench++: Comprehensive and Versatile Benchmark Suite for Video Generative Models

Reference 81

Resolution
unresolved
no resolver link, observed 2026-07-30T23:47:57.918287Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-30T23:47:57.918287Z digest=sha256:03d8acac7186df3b2697ab2c0f210c6495c05daebbe4b383e82c510faa3646d6

Observation b6d4c861-1bb9-4583-aa0c-352516652b43 · inbound

Motion Beyond Morphology: Bootstrapping Cross-Category Motion Transfer from Abstract Motion Representations cites this paper.

Motion Beyond Morphology: Bootstrapping Cross-Category Motion Transfer from Abstract Motion Representations VBench++: Comprehensive and Versatile Benchmark Suite for Video Generative Models

Reference 2024

Resolution
unresolved
no resolver link, observed 2026-08-04T23:56:50.420467Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T23:56:50.420467Z digest=sha256:bb02a7aee43e15bcb3e6d224dda512bceed411b7d061abe071ee7cd00e621008

Observation 00189f42-a95c-4df5-85a3-30b9a911d629 · inbound

Motion Beyond Morphology: Bootstrapping Cross-Category Motion Transfer from Abstract Motion Representations cites this paper.

Motion Beyond Morphology: Bootstrapping Cross-Category Motion Transfer from Abstract Motion Representations VBench++: Comprehensive and Versatile Benchmark Suite for Video Generative Models

Reference 2024

Resolution
unresolved
no resolver link, observed 2026-08-07T00:14:48.579492Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:14:48.579492Z digest=sha256:c3596441035151f4317aa81fc8bdf4a8f900745325a1350186ed74f6f83fc014

Observation 06bd95dd-727a-452e-b1cb-97612457cb10 · inbound

OmniVR: Joint Video-Audio Conditional Generation for Restoring Degraded Historical Films cites this paper.

OmniVR: Joint Video-Audio Conditional Generation for Restoring Degraded Historical Films VBench++: Comprehensive and Versatile Benchmark Suite for Video Generative Models

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-08T00:17:53.723961Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-08T00:17:53.723961Z digest=sha256:2d2f42f15141c5a72bee7324c93589ce45e9fd20e71167df9c74078737ef5c57