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Paper Citation Record · LEDGER

VEFX-Bench: A Holistic Benchmark for Generic Video Editing and Visual Effects

As of 6 August 2026, this Paper Citation Record lists 65 of 65 outbound references and 1 inbound Pith citation observation for arXiv:2604.16272.

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

pith.paper-citation-record.v1
2604.16272 v2

Coverage vector

measured 65 of 65 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-10T08:24:41.925800Z

measured 66 of 66 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-29T16:39:02.568750Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-06-29T16:43:40.106661Z

Reference resolution

65 of 65 outbound references displayed

  • verified exact28
  • verified fuzzy33
  • unresolved1
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch3

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d7034ddc-1491-4e13-ac50-9b61418bcf5f · outbound

This paper cites Wan: Open and Advanced Large-Scale Video Generative Models.

VEFX-Bench: A Holistic Benchmark for Generic Video Editing and Visual Effects Wan: Open and Advanced Large-Scale Video Generative Models

Reference 1

Resolution
verified exact
local_arxiv, observed 2026-05-10T09:08:26.467458Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T08:24:41.925800Z digest=sha256:e68ba71930724c78db1b0713a0a1703627c806ca835a1686ac4f1783da7b1562

Observation bc6e79d7-e13d-4fb1-8b82-e2490d714e79 · outbound

This paper cites Goku: Flow based video generative foundation models.

VEFX-Bench: A Holistic Benchmark for Generic Video Editing and Visual Effects Goku: Flow based video generative foundation models

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T00:59:20.785245Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T08:24:41.925800Z digest=sha256:ce3454594dff8d67e60497f232c8f4b1f166dc6faa107a1e7f115e8d416869e2

Observation 52b37990-244d-438d-a2e3-de9513db91f2 · outbound

This paper cites HunyuanVideo: A Systematic Framework For Large Video Generative Models.

VEFX-Bench: A Holistic Benchmark for Generic Video Editing and Visual Effects HunyuanVideo: A Systematic Framework For Large Video Generative Models

Reference 3

Resolution
verified exact
local_arxiv, observed 2026-05-10T09:08:26.433889Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T08:24:41.925800Z digest=sha256:935efd5d24526f5a4c42b2a6549de7e84f7761e1dc86b0cea0d5279de61b37aa

Observation c513efff-4994-4d40-a705-3cb583784718 · outbound

This paper cites Movie Gen: A Cast of Media Foundation Models.

VEFX-Bench: A Holistic Benchmark for Generic Video Editing and Visual Effects Movie Gen: A Cast of Media Foundation Models

Reference 4

Resolution
verified exact
arxiv_id, observed 2026-05-11T14:16:26.778393Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T08:24:41.925800Z digest=sha256:c71f519bd29443f04bdc5200496d479447786810e09ae66326ad23532480a4de

Observation 3dd2ae04-a540-42ec-96d1-9c1888c845f3 · outbound

This paper cites Sora: Creating video from text.

VEFX-Bench: A Holistic Benchmark for Generic Video Editing and Visual Effects Sora: Creating video from text

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T00:59:20.788807Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T08:24:41.925800Z digest=sha256:158271e7c92cee552d51930d8f3ad10585b6a63b6c30678ab3fcc00760acb798

Observation 50b43c82-9824-4197-ad44-87145618bce7 · outbound

This paper cites 4K4DGen: Panoramic 4D Generation at 4K Resolution.

VEFX-Bench: A Holistic Benchmark for Generic Video Editing and Visual Effects 4K4DGen: Panoramic 4D Generation at 4K Resolution

Reference 6

Resolution
verified exact
arxiv_id, observed 2026-05-10T09:08:26.424349Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T08:24:41.925800Z digest=sha256:19a70761a22ed652eebddff785594dc7a6225dea7d5e2fdd037d3a2305daa585

Observation fc43eaec-7527-457f-9182-9078aa4e1ca6 · outbound

This paper cites Consid-gen: View-consistent and identity-preserving image-to- video generation.

VEFX-Bench: A Holistic Benchmark for Generic Video Editing and Visual Effects Consid-gen: View-consistent and identity-preserving image-to- video generation

Reference 7

Resolution
verified exact
arxiv_id, observed 2026-05-10T09:08:26.463949Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T08:24:41.925800Z digest=sha256:c9e9db8dcecff21d8da14865d16c30f4e1eca1a048ce1db6acb2faf06b795501

Observation 3f16bb0f-852e-4182-96a2-3872ac180407 · outbound

This paper cites Veo3 technical report.

VEFX-Bench: A Holistic Benchmark for Generic Video Editing and Visual Effects Veo3 technical report

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T00:59:20.781672Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T08:24:41.925800Z digest=sha256:1a2726279fcbb9ac7f63cb0d67c564c8ce0a00065ab6ebdd74fa1cae672f4a6d

Observation a1178713-f718-49b7-ace8-7dc2e9245c4c · outbound

This paper cites Kling AI Omni / VIDEO O1 creative interface.

VEFX-Bench: A Holistic Benchmark for Generic Video Editing and Visual Effects Kling AI Omni / VIDEO O1 creative interface

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T00:59:20.792638Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T08:24:41.925800Z digest=sha256:243d0e1dd267e60d44f463c0f0abefa2f74c37f45678dfada06d4c01c8a8fefe

Observation e41fe42d-ddac-4e8e-8cea-485e4dfe7cbe · outbound

This paper cites Grok Imagine — ai image & video generation by xai.

VEFX-Bench: A Holistic Benchmark for Generic Video Editing and Visual Effects Grok Imagine — ai image & video generation by xai

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T00:59:20.796297Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T08:24:41.925800Z digest=sha256:fddd9014b1ba60e65cf9583df6fc6e43cab76cc81799593f8f076f460f4c2c8b

Observation 08a13e90-7e7b-4840-bd34-7ac1aa3cea87 · outbound

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

VEFX-Bench: A Holistic Benchmark for Generic Video Editing and Visual Effects VACE: All-in-One Video Creation and Editing

Reference 11

Resolution
verified exact
arxiv_id, observed 2026-05-16T00:53:54.408026Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T08:24:41.925800Z digest=sha256:66104336bdcbdf1bceef677f6ec8a60de94b951c5b6c4f84a73319a8d4df0377

Observation e2699323-abc0-4aa2-9de6-774b28e2d6e7 · outbound

This paper cites UniVideo: Unified Understanding, Generation, and Editing for Videos.

VEFX-Bench: A Holistic Benchmark for Generic Video Editing and Visual Effects UniVideo: Unified Understanding, Generation, and Editing for Videos

Reference 12

Resolution
verified exact
arxiv_id, observed 2026-07-07T03:17:13.018030Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T08:24:41.925800Z digest=sha256:44ba4278732ab368f2fbebfbb8747d9a22161ca3d8271c3c264d56f7ca8cc2f0

Observation 0ec85e37-c7eb-4aeb-a971-af28317f34cf · outbound

This paper cites Editboard: Towards a comprehensive evaluation benchmark for text-based video editing models.

VEFX-Bench: A Holistic Benchmark for Generic Video Editing and Visual Effects Editboard: Towards a comprehensive evaluation benchmark for text-based video editing models

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T01:03:53.749913Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T08:24:41.925800Z digest=sha256:17f8d75a1fc07d36aa684a791bbae881cb860845b9e2105606c4e12cfcc2e53f

Observation cfbc86ce-480d-4184-bfff-a32644d94399 · outbound

This paper cites FiVE: A Fine-grained Video Editing Benchmark for Evaluating Emerging Diffusion and Rectified Flow Models.

VEFX-Bench: A Holistic Benchmark for Generic Video Editing and Visual Effects FiVE: A Fine-grained Video Editing Benchmark for Evaluating Emerging Diffusion and Rectified Flow Models

Reference 14

Resolution
verified exact
arxiv_id, observed 2026-05-10T09:08:26.383473Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T08:24:41.925800Z digest=sha256:819c5c84a6103c808e564d0eae75ed745e89d16af2b44dccce9348d7f65ed853

Observation 92c6613f-cdd2-4e54-b256-bc48c82558a3 · outbound

This paper cites Ivebench: Modern benchmark suite for instruction-guided video editing assessment.

VEFX-Bench: A Holistic Benchmark for Generic Video Editing and Visual Effects Ivebench: Modern benchmark suite for instruction-guided video editing assessment

Reference 15

Resolution
verified exact
arxiv_id, observed 2026-05-10T09:08:26.374339Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T08:24:41.925800Z digest=sha256:cd94fe3b3fafad6467a32469a42a7521e2c8b5d6982802f908d9f3fd6b44cc1d

Observation 2d61b83f-1478-4500-afd6-b66de4be8234 · outbound

This paper cites arXiv preprint arXiv:2512.07826 , year=.

VEFX-Bench: A Holistic Benchmark for Generic Video Editing and Visual Effects arXiv preprint arXiv:2512.07826 , year=

Reference 16

Resolution
metadata mismatch
arxiv_id, observed 2026-05-10T09:08:26.447560Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T08:24:41.925800Z digest=sha256:f83af995ff84030e8fee958b6a375cfad15ce58c6688f3e8395d9bb70965f2fe

Observation ab936e97-0a20-4f78-906a-d38193e14f03 · outbound

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

VEFX-Bench: A Holistic Benchmark for Generic Video Editing and Visual Effects VE-Bench: Subjective-Aligned Benchmark Suite for Text-Driven Video Editing Quality Assessment

Reference 17

Resolution
verified exact
arxiv_id, observed 2026-05-10T09:08:26.351466Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T08:24:41.925800Z digest=sha256:a19f4f0d474f0d9ba76a35f5e92c40c9eac415a7e3ce0a2774ba6f10186c7cfe

Observation bf3d4406-e5ef-4f9c-9590-cc0c7c4da823 · outbound

This paper cites Editreward: A human- aligned reward model for instruction-guided image editing.

VEFX-Bench: A Holistic Benchmark for Generic Video Editing and Visual Effects Editreward: A human- aligned reward model for instruction-guided image editing

Reference 18

Resolution
verified exact
arxiv_id, observed 2026-05-10T09:08:26.391557Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T08:24:41.925800Z digest=sha256:adb8e21851679bab033d29ff135cf83534c214179c5a207be739c3fca0abcdfe

Observation db4c1cc8-b133-4261-b91c-8e6e233dca8a · outbound

This paper cites Improving Video Generation with Human Feedback.

VEFX-Bench: A Holistic Benchmark for Generic Video Editing and Visual Effects Improving Video Generation with Human Feedback

Reference 19

Resolution
verified exact
arxiv_id, observed 2026-05-13T15:30:03.116566Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T08:24:41.925800Z digest=sha256:d41335bc788c53a6665b8ee4dc1e8c65dc3b8e1f831a5f577ee60e9a9d6dc6ac

Observation 69e213e2-e1f4-4346-81b7-1b91c1c01508 · outbound

This paper cites Physics-Aware Video Instance Removal Benchmark.

VEFX-Bench: A Holistic Benchmark for Generic Video Editing and Visual Effects Physics-Aware Video Instance Removal Benchmark

Reference 20

Resolution
verified exact
local_arxiv, observed 2026-05-10T09:08:26.347199Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T08:24:41.925800Z digest=sha256:2c92869de6f59c3eb8a13ccb6c5b7d360df28bafcca950d7b15aa45f1934cbcd

Observation b685c4d9-bc7c-428a-892a-026864527928 · outbound

This paper cites V oid: Video object and interaction deletion.

VEFX-Bench: A Holistic Benchmark for Generic Video Editing and Visual Effects V oid: Video object and interaction deletion

Reference 21

Resolution
verified exact
arxiv_id, observed 2026-05-10T09:08:26.420476Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T08:24:41.925800Z digest=sha256:f6b4a35bf5e8122bda326603a55c6b8d9375cbf9ecc89e30836a5a29c25cc9bb

Observation 04799e5a-45b6-4613-80d3-dba914cb1623 · outbound

This paper cites arXiv preprint arXiv:2511.20640 , year=.

VEFX-Bench: A Holistic Benchmark for Generic Video Editing and Visual Effects arXiv preprint arXiv:2511.20640 , year=

Reference 22

Resolution
metadata mismatch
arxiv_id, observed 2026-05-10T09:08:26.437423Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T08:24:41.925800Z digest=sha256:7eb8b647655fe2bd1908620ec3b4bdfa9990786e3ca6db97a08b98513a13fa7f

Observation 30d4c67d-8ce4-4130-97f7-b8615098e891 · outbound

This paper cites Pisco: Precise video instance insertion with sparse control.

VEFX-Bench: A Holistic Benchmark for Generic Video Editing and Visual Effects Pisco: Precise video instance insertion with sparse control

Reference 23

Resolution
verified exact
arxiv_id, observed 2026-05-10T09:08:26.450671Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T08:24:41.925800Z digest=sha256:de195e8c21e88d560f80bd9f28abc943ada01eb93029c551d7f457b550cb3509

Observation 38e0abc2-c0a7-4677-96e5-dbf3e57544df · outbound

This paper cites AnimateDiff: Animate Your Personalized Text-to-Image Diffusion Models without Specific Tuning.

VEFX-Bench: A Holistic Benchmark for Generic Video Editing and Visual Effects AnimateDiff: Animate Your Personalized Text-to-Image Diffusion Models without Specific Tuning

Reference 24

Resolution
verified exact
arxiv_id, observed 2026-05-10T22:52:19.777506Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T08:24:41.925800Z digest=sha256:eb43027eb89aaa50b598cb4d3ec6694763a0c1e7c596d1c937ac662c62b68517

Observation bc83bcaf-35d7-4a09-87f1-66b581f4db02 · outbound

This paper cites Diffusion models: A comprehensive survey of methods and applications.

VEFX-Bench: A Holistic Benchmark for Generic Video Editing and Visual Effects Diffusion models: A comprehensive survey of methods and applications

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T01:03:53.761121Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T08:24:41.925800Z digest=sha256:cf0ca988f0eb9556ca476184662c527f57b2c23df94c10cd2bc4e2acdd45ea5b

Observation 4f4f1296-389d-4edf-9327-6eab0d7b4322 · outbound

This paper cites Wan-animate: Unified character animation and replacement with holistic replication.

VEFX-Bench: A Holistic Benchmark for Generic Video Editing and Visual Effects Wan-animate: Unified character animation and replacement with holistic replication

Reference 26

Resolution
verified exact
arxiv_id, observed 2026-05-10T09:08:26.441369Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T08:24:41.925800Z digest=sha256:e26b060b69d002e35b6eb7237ec20bd214a1cbc840c9cda0cfd795faa0a73d43

Observation cf420447-62b9-42d1-abeb-b277dec2d5e1 · outbound

This paper cites Luma ray2.

VEFX-Bench: A Holistic Benchmark for Generic Video Editing and Visual Effects Luma ray2

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T01:03:53.771820Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T08:24:41.925800Z digest=sha256:0f77ba7fcd223ced5d0bcf0cc6446b8571107eec57d6beafefbb3c713d9e40c1

Observation 74c30f7e-a98b-48ae-9540-55395b7e7dae · outbound

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

VEFX-Bench: A Holistic Benchmark for Generic Video Editing and Visual Effects Learning transferable visual models from natural language supervision

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T01:03:53.752235Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T08:24:41.925800Z digest=sha256:5edd63407b3cad4c87a287c20094c85337e07f0ef9e4114610393de6a35b483f

Observation 8a068915-cd7b-4bc2-bc11-7f37b37dfc77 · outbound

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

VEFX-Bench: A Holistic Benchmark for Generic Video Editing and Visual Effects The unreasonable effectiveness of deep features as a perceptual metric

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T00:54:20.682019Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T08:24:41.925800Z digest=sha256:efc3cdbdbffeca49568280925972fdf974cb622a3900aab1d1b85ce7c6edb0cc

Observation 170d9237-3192-4c77-a51c-e94c21d0455a · outbound

This paper cites Vbench: Comprehensive benchmark suite for video generative models.

VEFX-Bench: A Holistic Benchmark for Generic Video Editing and Visual Effects Vbench: Comprehensive benchmark suite for video generative models

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T00:54:20.674571Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T08:24:41.925800Z digest=sha256:ac1946fba6b8e1e869a675df197b0d76556b6ec357fbac0bace89da523a37a8f

Observation 0f510bb9-a6ff-48f6-92e5-0857f33ab77c · outbound

This paper cites Vbench++: Comprehensive and versatile benchmark suite for video generative models.

VEFX-Bench: A Holistic Benchmark for Generic Video Editing and Visual Effects Vbench++: Comprehensive and versatile benchmark suite for video generative models

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T00:54:20.667044Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T08:24:41.925800Z digest=sha256:20abd1a04b1c07acc7913852d3878766eee33d9f45e93b95518e3d52600c321c

Observation 18f27c85-3135-4327-98e7-dc0eaaf2d982 · outbound

This paper cites Imagereward: Learning and evaluating human preferences for text-to-image generation.

VEFX-Bench: A Holistic Benchmark for Generic Video Editing and Visual Effects Imagereward: Learning and evaluating human preferences for text-to-image generation

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T00:54:20.670738Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T08:24:41.925800Z digest=sha256:7f5a3b654b56399406380d0173fc9bdecf6c7f650df4db40d36d8ff062056615

Observation 8ed9593f-0b9d-45eb-a3f9-198808d4cdbb · outbound

This paper cites Human Preference Score v2: A Solid Benchmark for Evaluating Human Preferences of Text-to-Image Synthesis.

VEFX-Bench: A Holistic Benchmark for Generic Video Editing and Visual Effects Human Preference Score v2: A Solid Benchmark for Evaluating Human Preferences of Text-to-Image Synthesis

Reference 33

Resolution
verified exact
arxiv_id, observed 2026-05-11T08:30:48.951760Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T08:24:41.925800Z digest=sha256:4644027b8cf32b0579b5cc113d7096a65c5ea224db15958a64156458d19c638b

Observation 74cd7c34-9aa2-492a-b814-c32dc1141260 · outbound

This paper cites Pick-a-pic: An open dataset of user preferences for text-to-image generation.

VEFX-Bench: A Holistic Benchmark for Generic Video Editing and Visual Effects Pick-a-pic: An open dataset of user preferences for text-to-image generation

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T00:54:20.678145Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T08:24:41.925800Z digest=sha256:e6e023cca0aa32b2bd1fbed095c443765ebf5ac3538d91806ddbd3395c5dd506

Observation ac4c5dd9-a553-4bb4-9756-9d9bf8499dcf · outbound

This paper cites Videoscore: Building automatic metrics to simulate fine-grained human feedback for video generation.

VEFX-Bench: A Holistic Benchmark for Generic Video Editing and Visual Effects Videoscore: Building automatic metrics to simulate fine-grained human feedback for video generation

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T01:03:53.745509Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T08:24:41.925800Z digest=sha256:4e8c8e587ed3eec18ff650103ee26b93168b9034d1e6674453e2f1afd2583253

Observation 1e38717c-cd45-40a9-a5df-9cecb4eff2f7 · outbound

This paper cites DenseDPO: Fine-grained temporal preference optimization for video diffusion models.

VEFX-Bench: A Holistic Benchmark for Generic Video Editing and Visual Effects DenseDPO: Fine-grained temporal preference optimization for video diffusion models

Reference 36

Resolution
verified exact
arxiv_id, observed 2026-05-10T09:08:26.369747Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T08:24:41.925800Z digest=sha256:31f4cd984811b9f670ef4dd7d7e5bc89d441262119d441725292d5d4f9b901f7

Observation 6ea37df6-b120-4c6a-8cd8-56889d3c447d · outbound

This paper cites Worldscore: A unified evaluation benchmark for world generation.

VEFX-Bench: A Holistic Benchmark for Generic Video Editing and Visual Effects Worldscore: A unified evaluation benchmark for world generation

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T01:03:53.758875Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T08:24:41.925800Z digest=sha256:43b0374e07a566a59b9c0e09925bcb6996dd622894c6da43ccf33bbb5d8b6a4d

Observation 57d5691c-5c4e-4c10-a2fc-39ffa6ed4f5a · outbound

This paper cites The pulse of motion: Measuring physical frame rate from visual dynamics.

VEFX-Bench: A Holistic Benchmark for Generic Video Editing and Visual Effects The pulse of motion: Measuring physical frame rate from visual dynamics

Reference 38

Resolution
verified exact
arxiv_id, observed 2026-05-10T09:08:26.399981Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T08:24:41.925800Z digest=sha256:fef9f6d80d0b28d8eaae46dbc532e17a161113d48f19c0df338a3aa92a3f4484

Observation bd81934d-85f3-407e-9b54-88d098339d1f · outbound

This paper cites Open-Sora: Democratizing Efficient Video Production for All.

VEFX-Bench: A Holistic Benchmark for Generic Video Editing and Visual Effects Open-Sora: Democratizing Efficient Video Production for All

Reference 39

Resolution
verified exact
arxiv_id, observed 2026-05-11T12:01:52.219350Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T08:24:41.925800Z digest=sha256:819acae1447ce2dc7f95ceaf4e2ffc3c8b02c8490ea2cef9a97b54a03972ee55

Observation 4add2b0a-4bb2-4e93-8326-967b011eca6f · outbound

This paper cites OpenVid-1M: A Large-Scale High-Quality Dataset for Text-to-video Generation.

VEFX-Bench: A Holistic Benchmark for Generic Video Editing and Visual Effects OpenVid-1M: A Large-Scale High-Quality Dataset for Text-to-video Generation

Reference 40

Resolution
verified exact
arxiv_id, observed 2026-05-14T20:34:53.267725Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T08:24:41.925800Z digest=sha256:b3630f16b112fb506e5d78672d5166f56a213e67da1eb6e5d2cac1c22a801837

Observation 69e092b5-3e5b-463e-8e9f-b5d21d576bbc · outbound

This paper cites Gemini 3 Flash — deepmind ai model.

VEFX-Bench: A Holistic Benchmark for Generic Video Editing and Visual Effects Gemini 3 Flash — deepmind ai model

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T00:54:20.662255Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T08:24:41.925800Z digest=sha256:eea828dc5deefd2fc84362f5def413c106dff91e3a1e1e3ae114a7e885024edb

Observation bca14498-c302-4345-80d6-4d121e4fa535 · outbound

This paper cites Qwen3 Technical Report.

VEFX-Bench: A Holistic Benchmark for Generic Video Editing and Visual Effects Qwen3 Technical Report

Reference 42

Resolution
verified exact
local_arxiv, observed 2026-05-10T09:08:26.471246Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T08:24:41.925800Z digest=sha256:be6647dd32cc82468c869013e06c699e00965295ab718d569700fbf820159ee3

Observation 5820bc1f-f8ef-4678-801e-922ab74b2bf5 · outbound

This paper cites Deep Ordinal Regression using Optimal Transport Loss and Unimodal Output Probabilities.

VEFX-Bench: A Holistic Benchmark for Generic Video Editing and Visual Effects Deep Ordinal Regression using Optimal Transport Loss and Unimodal Output Probabilities

Reference 43

Resolution
verified exact
arxiv_id, observed 2026-05-10T09:08:26.365136Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T08:24:41.925800Z digest=sha256:e83d5743b80cb7581bc732819b0eaeaef13597b776fee9b43972b350b0ac5bbb

Observation ae32db84-8187-43f6-9744-3a8a4b2c43b0 · outbound

This paper cites Gemini 3.1 Pro — deepmind ai model.

VEFX-Bench: A Holistic Benchmark for Generic Video Editing and Visual Effects Gemini 3.1 Pro — deepmind ai model

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T00:54:20.654221Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T08:24:41.925800Z digest=sha256:f12d805188733fb72260e35850729feeef4a045423aa8ef21381d621aa41ed4f

Observation 876b86db-f42c-40b9-8672-20631345529b · outbound

This paper cites ByteDance Seed: Models and research.

VEFX-Bench: A Holistic Benchmark for Generic Video Editing and Visual Effects ByteDance Seed: Models and research

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T00:54:20.650291Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T08:24:41.925800Z digest=sha256:bb34a92ea146227bb1f19b2789dead9a93ec513571ba87ec787986bd34c1c581

Observation 8939fd9f-766f-4d74-9e51-7e72227528c5 · outbound

This paper cites Kling video 3.0 model user guide.

VEFX-Bench: A Holistic Benchmark for Generic Video Editing and Visual Effects Kling video 3.0 model user guide

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T00:54:20.658493Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T08:24:41.925800Z digest=sha256:7cbcc1d66a96cda31a00fef8b944ed457ed357ab4c9baf1e3b05549ec49327dd

Observation b3626d38-3752-4e53-8c6e-b092ecca57fb · outbound

This paper cites Kling video o1 user guide.

VEFX-Bench: A Holistic Benchmark for Generic Video Editing and Visual Effects Kling video o1 user guide

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T01:03:53.776770Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T08:24:41.925800Z digest=sha256:f5f6d3b489119175b31553476a984259f8d9a0129b35dac7a5e827112786cab2

Observation c33e235d-6239-4936-9b93-8cb34580ee30 · outbound

This paper cites Introducing runway gen-4.5: A new frontier for video generation.

VEFX-Bench: A Holistic Benchmark for Generic Video Editing and Visual Effects Introducing runway gen-4.5: A new frontier for video generation

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T01:03:53.736378Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T08:24:41.925800Z digest=sha256:864896d47c29eb11cf34d01481d002c110239b6bc6b35f65d532767e4f13105e

Observation 57188c8e-1be1-4465-9f22-ceb95a3c6f10 · outbound

This paper cites Seedance 2.0 official launch.

VEFX-Bench: A Holistic Benchmark for Generic Video Editing and Visual Effects Seedance 2.0 official launch

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T01:03:53.768996Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T08:24:41.925800Z digest=sha256:b4839f179a564c16d249252d43479ee1686a726d608a88085eaa207f999ffb1a

Observation b0fc093d-0dd8-43b0-b69c-0e6c9b4364e8 · outbound

This paper cites Grok imagine api.

VEFX-Bench: A Holistic Benchmark for Generic Video Editing and Visual Effects Grok imagine api

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T01:03:53.740959Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T08:24:41.925800Z digest=sha256:1f28c9152c3498e912c0c6811754fe38678e0896b24db93ec757dd2b8dc9e866

Observation 4333c54c-742b-4fe5-a364-0d1574f32a78 · outbound

This paper cites Luma ai launches ray3.

VEFX-Bench: A Holistic Benchmark for Generic Video Editing and Visual Effects Luma ai launches ray3

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T01:03:53.738815Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T08:24:41.925800Z digest=sha256:ed2f514997c90c6bf2dbb18204da7f767aee0856a7f6902ee1329db29fdab044

Observation 2386ec8a-7e56-4e36-9dd6-85dabbc1712e · outbound

This paper cites Alibaba unveils wan2.6 series enabling everyone to star in videos.

VEFX-Bench: A Holistic Benchmark for Generic Video Editing and Visual Effects Alibaba unveils wan2.6 series enabling everyone to star in videos

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T01:03:53.754529Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T08:24:41.925800Z digest=sha256:49bf5fae4f4e72e1bc04a8d6b7c906d61ec2cc35e2d6222635234f71229ac300

Observation 5bd43d87-b0ca-473a-ac6f-f3083977eb72 · outbound

This paper cites Introducing ray2.

VEFX-Bench: A Holistic Benchmark for Generic Video Editing and Visual Effects Introducing ray2

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T01:03:53.763923Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T08:24:41.925800Z digest=sha256:59db7d13cef19aa72bfa82a2c06f7028cbac19cca136aafc0f166ca94fe08b36

Observation 70241a01-7e62-4952-9c0c-f4f88583c8ae · outbound

This paper cites an unresolved cited work.

VEFX-Bench: A Holistic Benchmark for Generic Video Editing and Visual Effects Unresolved cited work

Reference 54

Resolution
unresolved
raw_fallback, observed 2026-05-21T01:03:53.747557Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T08:24:41.925800Z digest=sha256:845600bfcc91708b20fbb69bc9dd37b7f774f2dd0295b069cd86b7dbf54ca0f2

Observation 28523bd3-1332-4f53-93a8-261e002494e7 · outbound

This paper cites Multiplicative utility functions.

VEFX-Bench: A Holistic Benchmark for Generic Video Editing and Visual Effects Multiplicative utility functions

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T01:03:53.756656Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T08:24:41.925800Z digest=sha256:c374c7e1c5716ea9b8b03ccd36ee39ecfa3f2f3caf27182503b0e12945dc733b

Observation a92c05e5-9625-4bf0-804f-ea9b5703c387 · outbound

This paper cites Inference and missing data.

VEFX-Bench: A Holistic Benchmark for Generic Video Editing and Visual Effects Inference and missing data

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T01:03:53.774253Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T08:24:41.925800Z digest=sha256:a93ba92855de1aec2ac27c47cd6e5c3b50651b2cfb8b66e3fde96776edfd2330

Observation 1933aa91-a3be-4fde-b2e9-b88815a56f9c · outbound

This paper cites A generalization of sampling without replacement from a finite universe.

VEFX-Bench: A Holistic Benchmark for Generic Video Editing and Visual Effects A generalization of sampling without replacement from a finite universe

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T01:03:53.766759Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T08:24:41.925800Z digest=sha256:089ce58c19cdcdccd4ec981c98eae92cb8ad974554032db6074977cc24e01f68

Observation efc91900-ec67-4947-828e-1070b578cf1d · outbound

This paper cites Estimation of regression coefficients when some regressors are not always observed.

VEFX-Bench: A Holistic Benchmark for Generic Video Editing and Visual Effects Estimation of regression coefficients when some regressors are not always observed

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T01:03:53.734123Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T08:24:41.925800Z digest=sha256:28eae94d779ffe6a5c16ea3f51ed72f664baa607cdf531be2b014c958b752aa2

Observation 487fd3a1-c91d-418c-9f65-c5c42a374856 · outbound

This paper cites Review of inverse probability weighting for dealing with missing data.

VEFX-Bench: A Holistic Benchmark for Generic Video Editing and Visual Effects Review of inverse probability weighting for dealing with missing data

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T01:03:53.743103Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T08:24:41.925800Z digest=sha256:ea48f1c1626da1c50d4e979529a49b39140daa1658d1ac4048cf4b650dfdf90c

Observation d3a3e2e2-4f03-4acb-b629-f245b47cd47d · outbound

This paper cites SAM 2: Segment Anything in Images and Videos.

VEFX-Bench: A Holistic Benchmark for Generic Video Editing and Visual Effects SAM 2: Segment Anything in Images and Videos

Reference 60

Resolution
verified exact
arxiv_id, observed 2026-05-10T13:56:25.474502Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T08:24:41.925800Z digest=sha256:e0751f704e93316ecad490975b33bbae284b27a54e4eed18d2617d154671e8ac

Observation 3a404e31-b2e1-4db4-86bc-4b250bc52c00 · outbound

This paper cites ROSE: Remove Objects with Side Effects in Videos.

VEFX-Bench: A Holistic Benchmark for Generic Video Editing and Visual Effects ROSE: Remove Objects with Side Effects in Videos

Reference 61

Resolution
metadata mismatch
arxiv_id, observed 2026-05-10T09:08:26.427889Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T08:24:41.925800Z digest=sha256:d78f2d597201b10454b88276f8335d2ff758dc9a75e00e4e1ea641ab9090c3e8

Observation 683c8a81-0b7e-4b5c-9411-3cfd3e50e6a9 · outbound

This paper cites ViTPose: Simple vision transformer baselines for human pose estimation.

VEFX-Bench: A Holistic Benchmark for Generic Video Editing and Visual Effects ViTPose: Simple vision transformer baselines for human pose estimation

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T01:03:53.732116Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T08:24:41.925800Z digest=sha256:286de324a2b93989fe55760791d2f863ebfbcc3d452875fc5a495466c8752afa

Observation 50040e53-f95c-4960-be2b-82525ee45c18 · outbound

This paper cites Depth Anything 3: Recovering the Visual Space from Any Views.

VEFX-Bench: A Holistic Benchmark for Generic Video Editing and Visual Effects Depth Anything 3: Recovering the Visual Space from Any Views

Reference 63

Resolution
verified exact
arxiv_id, observed 2026-05-11T02:07:59.495600Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T08:24:41.925800Z digest=sha256:229f4097dd10ea057872babd9f98cdb2444d7e8aa12cde3592d9312e10598e5d

Observation 8164985f-1607-4238-ae06-c293029a46b8 · outbound

This paper cites Quantum First-Order Logics That Capture Logarithmic-Time/Space Quantum Computability.

VEFX-Bench: A Holistic Benchmark for Generic Video Editing and Visual Effects Quantum First-Order Logics That Capture Logarithmic-Time/Space Quantum Computability

Reference 64

Resolution
verified exact
arxiv_id, observed 2026-05-10T09:08:26.453734Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T08:24:41.925800Z digest=sha256:71d3b5ab6c809205666e1fa1b6bdcdbe5029846e36b10e5d8198423773583d33

Observation 7001c9fa-1aaa-4309-b5bf-7eb0f2f1bce6 · outbound

This paper cites Light-x: Generative 4d video render- ing with camera and illumination control.

VEFX-Bench: A Holistic Benchmark for Generic Video Editing and Visual Effects Light-x: Generative 4d video render- ing with camera and illumination control

Reference 65

Resolution
verified exact
arxiv_id, observed 2026-05-10T09:08:26.456969Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-10T08:24:41.925800Z digest=sha256:86d1e6c8823857a4e60371c43053e622af687af83db60761e6a0bf6346768ddf

Pith citing papers

Observation c2464519-9d5b-4125-a5c5-150a263fb426 · inbound

AgenticVBench: Can AI Agents Complete Real-World Post-Production Tasks? cites this paper.

AgenticVBench: Can AI Agents Complete Real-World Post-Production Tasks? VEFX-Bench: A Holistic Benchmark for Generic Video Editing and Visual Effects

Reference 3

Resolution
verified exact
local_arxiv, observed 2026-06-29T16:43:40.108044Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-06-29T16:39:02.568750Z digest=sha256:52cd1f2b8edc7a36a33e77aa9df6af2378f1710038e8e01a8947549035f8c547