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Paper Citation Record · LEDGER

KeyFrame-Compass: Towards Comprehensive Evaluation of Keyframe-Conditioned Video Generation

As of 21 August 2026, this Paper Citation Record lists 78 of 78 outbound references and 1 inbound Pith citation observation for arXiv:2607.14202.

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

pith.paper-citation-record.v1
2607.14202 v1

Coverage vector

measured 78 of 78 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-02T02:56:25.594146Z

measured 79 of 79 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-31T05:08:19.970664Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

78 of 78 outbound references displayed

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  • unresolved78
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  • malformed identifier0
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Outbound references

Observation 3ad031c4-75dc-4db4-b02d-42e49d2af541 · outbound

This paper cites Wan image-to-video api reference.

KeyFrame-Compass: Towards Comprehensive Evaluation of Keyframe-Conditioned Video Generation Wan image-to-video api reference

Reference 1

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source=pdf_text observed=2026-08-02T02:56:18.269325Z digest=sha256:33c4e7103bab3165598be0ca5c09097161af8a078f85e55ff8d769ce216646b5

Observation 509aa007-b8df-4a28-8641-9b31b4df0d7b · outbound

This paper cites Qwen3-VL Technical Report.

KeyFrame-Compass: Towards Comprehensive Evaluation of Keyframe-Conditioned Video Generation Qwen3-VL Technical Report

Reference 2

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source=pdf_text observed=2026-08-02T02:56:18.349922Z digest=sha256:1cfeb58beab55aaacec3a4cf8463929de8ee35927cb7618cc3c622f8b7ce4409

Observation 42c6aeed-3a0c-479b-9597-b829de2daed6 · outbound

This paper cites Elasticface: Elastic margin loss for deep face recognition, 2022.

KeyFrame-Compass: Towards Comprehensive Evaluation of Keyframe-Conditioned Video Generation Elasticface: Elastic margin loss for deep face recognition, 2022

Reference 3

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source=pdf_text observed=2026-08-02T02:56:18.405021Z digest=sha256:6b3f8d22914460e2bd5e0ad8e2aadf3fda2968c00c00c19eb7d8049715db42cc

Observation 4dc1afd1-c268-4d0e-8380-3e07259506e5 · outbound

This paper cites VideoCanvas: Unified Video Completion from Arbitrary Spatiotemporal Patches via In-Context Condition- ing.

KeyFrame-Compass: Towards Comprehensive Evaluation of Keyframe-Conditioned Video Generation VideoCanvas: Unified Video Completion from Arbitrary Spatiotemporal Patches via In-Context Condition- ing

Reference 4

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source=pdf_text observed=2026-08-02T02:56:18.503150Z digest=sha256:c23d659c640bc71edb7b7de53ee76e1d8c1a23a7648e453e881fb08d67a7d72e

Observation 7278d0a3-92f7-4861-bb59-aa039307fa73 · outbound

This paper cites T2av-compass: Towards unified evaluation for text- to-audio-video generation.

KeyFrame-Compass: Towards Comprehensive Evaluation of Keyframe-Conditioned Video Generation T2av-compass: Towards unified evaluation for text- to-audio-video generation

Reference 5

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source=pdf_text observed=2026-08-02T02:56:18.540577Z digest=sha256:594c448b4a25552df11611732d27ef4603cbe386502f8d6fedefa8d2b6f23977

Observation e0bcc49c-44b5-4e35-8e27-b49ab1dd31e6 · outbound

This paper cites Skyreels- v2: Infinite-length film generative model, 2025.

KeyFrame-Compass: Towards Comprehensive Evaluation of Keyframe-Conditioned Video Generation Skyreels- v2: Infinite-length film generative model, 2025

Reference 6

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Observation 81917df2-7c51-432f-8ed0-f11894618873 · outbound

This paper cites Cinedance: Towards next- generation multi-shot long-form cinematic audio-video gen- eration, 2026.

KeyFrame-Compass: Towards Comprehensive Evaluation of Keyframe-Conditioned Video Generation Cinedance: Towards next- generation multi-shot long-form cinematic audio-video gen- eration, 2026

Reference 7

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source=pdf_text observed=2026-08-02T02:56:18.636022Z digest=sha256:317c7cdf0f8fb2b755f57d02140442ead523dc2ee3d3bb1bcbd085ed3586b8e2

Observation c5fdb6c0-3aa7-4feb-9277-2824b8478683 · outbound

This paper cites Aigcbench: Comprehensive evaluation of image-to-video content generated by ai.BenchCouncil Transactions on Benchmarks, Standards and Evaluations, page 100152,.

KeyFrame-Compass: Towards Comprehensive Evaluation of Keyframe-Conditioned Video Generation Aigcbench: Comprehensive evaluation of image-to-video content generated by ai.BenchCouncil Transactions on Benchmarks, Standards and Evaluations, page 100152,

Reference 8

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Observation 6a4ffb11-cabb-4690-b8ef-03fc7e47d01e · outbound

This paper cites Tc-bench: Benchmark- ing temporal compositionality in text-to-video and image-to- video generation, 2024.

KeyFrame-Compass: Towards Comprehensive Evaluation of Keyframe-Conditioned Video Generation Tc-bench: Benchmark- ing temporal compositionality in text-to-video and image-to- video generation, 2024

Reference 9

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source=pdf_text observed=2026-08-02T02:56:18.737486Z digest=sha256:76f5c21fed7927fa61c78d6bec125c97caf27418248066adc5c30cc85d190f35

Observation e5426be9-92fc-483a-8c44-f338ead22490 · outbound

This paper cites ImageBind: One embedding space to bind them all.

KeyFrame-Compass: Towards Comprehensive Evaluation of Keyframe-Conditioned Video Generation ImageBind: One embedding space to bind them all

Reference 10

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Observation ee56e03b-2b7b-478b-aaa7-7f7583507d48 · outbound

This paper cites Introducing nano banana pro.https:// blog.google/technology/ai/nano-banana- pro/, 2025.

KeyFrame-Compass: Towards Comprehensive Evaluation of Keyframe-Conditioned Video Generation Introducing nano banana pro.https:// blog.google/technology/ai/nano-banana- pro/, 2025

Reference 11

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Observation f2349a18-e428-4003-9eb2-7ec024066063 · outbound

This paper cites Gemini 3.1 pro model card.https: //deepmind.google/models/model-cards/ gemini-3-1-pro/, 2026.

KeyFrame-Compass: Towards Comprehensive Evaluation of Keyframe-Conditioned Video Generation Gemini 3.1 pro model card.https: //deepmind.google/models/model-cards/ gemini-3-1-pro/, 2026

Reference 12

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Observation a9f1ee6c-caf6-4ed8-b755-57c52e7d2a21 · outbound

This paper cites Gemini omni flash model card.https: //deepmind.google/models/model-cards/ gemini-omni-flash/, 2026.

KeyFrame-Compass: Towards Comprehensive Evaluation of Keyframe-Conditioned Video Generation Gemini omni flash model card.https: //deepmind.google/models/model-cards/ gemini-omni-flash/, 2026

Reference 13

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Observation 278779dd-b10a-4249-87e1-88083684a0e2 · outbound

This paper cites LTX-Video: Realtime Video Latent Diffusion.

KeyFrame-Compass: Towards Comprehensive Evaluation of Keyframe-Conditioned Video Generation LTX-Video: Realtime Video Latent Diffusion

Reference 14

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source=pdf_text observed=2026-08-02T02:56:19.515811Z digest=sha256:6d79fd060626cc1429f66ddf40d1270eb46586f2e8820573f575ab5b484b38e3

Observation abbee4b4-20e2-4662-9cb8-50d8684ed2dd · outbound

This paper cites Vabench: A comprehensive benchmark for audio- video generation, 2026.

KeyFrame-Compass: Towards Comprehensive Evaluation of Keyframe-Conditioned Video Generation Vabench: A comprehensive benchmark for audio- video generation, 2026

Reference 15

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source=pdf_text observed=2026-08-02T02:56:19.648032Z digest=sha256:8b4286b142a64fba04e0a2dd6700dd421949f0401d7d29d928f9fbba97df604f

Observation 2d7660ce-a0f9-4b3a-861d-ba65eba0125d · outbound

This paper cites VBench: Com- prehensive benchmark suite for video generative models.

KeyFrame-Compass: Towards Comprehensive Evaluation of Keyframe-Conditioned Video Generation VBench: Com- prehensive benchmark suite for video generative models

Reference 16

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Observation ff691fac-5fe8-48c8-805d-98455b06e652 · outbound

This paper cites Hudson, Ye Xia, Skanda Koppula, Andre Araujo, Joao Carreira, and Niloy J.

KeyFrame-Compass: Towards Comprehensive Evaluation of Keyframe-Conditioned Video Generation Hudson, Ye Xia, Skanda Koppula, Andre Araujo, Joao Carreira, and Niloy J

Reference 17

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source=pdf_text observed=2026-08-02T02:56:19.835139Z digest=sha256:9b61ee4f9e56f93795b3954be7da6ed68c2f8b039679a134d583dce4b0396174

Observation 680e849c-e21f-44c7-9df5-6daa406824d8 · outbound

This paper cites Musiq: Multi-scale image quality transformer,.

KeyFrame-Compass: Towards Comprehensive Evaluation of Keyframe-Conditioned Video Generation Musiq: Multi-scale image quality transformer,

Reference 18

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source=pdf_text observed=2026-08-02T02:56:19.905113Z digest=sha256:49f5d00cb05364b35fba1ae8b0474b31272ed9da4d205b54d6fb69d7161d48e3

Observation 3e7c0cd0-049c-4584-8c3e-05dd427dc1ce · outbound

This paper cites DreaMontage: Arbitrary Frame-Guided One-Shot Video Generation.

KeyFrame-Compass: Towards Comprehensive Evaluation of Keyframe-Conditioned Video Generation DreaMontage: Arbitrary Frame-Guided One-Shot Video Generation

Reference 19

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source=pdf_text observed=2026-08-02T02:56:20.024750Z digest=sha256:f666fbc4c327227a1f50593a67a9c7c5d77821038d745c66350bd2e5cd752713

Observation 8cc3a5b5-4fd9-41ca-8a3e-fd8350b939b8 · outbound

This paper cites Javisdit: Joint audio-video diffusion trans- former with hierarchical spatio-temporal prior synchroniza- tion.

KeyFrame-Compass: Towards Comprehensive Evaluation of Keyframe-Conditioned Video Generation Javisdit: Joint audio-video diffusion trans- former with hierarchical spatio-temporal prior synchroniza- tion

Reference 20

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source=pdf_text observed=2026-08-02T02:56:20.122426Z digest=sha256:8e285d14e989f5eb187a127f3d926271baeffa10692921f631c8e69cd2a9d2e2

Observation 1c1c82b4-55f9-4044-84c3-86198f9f9f26 · outbound

This paper cites Longav-compass: To- wards unified evaluation of minute-scale audio-visual gener- ation across t2av, i2av, and v2av, 2026.

KeyFrame-Compass: Towards Comprehensive Evaluation of Keyframe-Conditioned Video Generation Longav-compass: To- wards unified evaluation of minute-scale audio-visual gener- ation across t2av, i2av, and v2av, 2026

Reference 21

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Observation e717ed95-87f3-4c23-b934-a0302ca4e29d · outbound

This paper cites EvalCrafter: Benchmarking and Evaluating Large Video Generation Models.

KeyFrame-Compass: Towards Comprehensive Evaluation of Keyframe-Conditioned Video Generation EvalCrafter: Benchmarking and Evaluating Large Video Generation Models

Reference 22

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Observation a6f9d1fd-20f4-4680-85d2-955cd48d4bf5 · outbound

This paper cites SAM 3.1: Faster and more accessible real-time video segmentation.https://ai.meta.com/blog/ segment-anything-model-3/, 2026.

KeyFrame-Compass: Towards Comprehensive Evaluation of Keyframe-Conditioned Video Generation SAM 3.1: Faster and more accessible real-time video segmentation.https://ai.meta.com/blog/ segment-anything-model-3/, 2026

Reference 23

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Observation 7a5c17d0-4f7e-4535-9639-45762e3bdeb7 · outbound

This paper cites A corpus and evaluation framework for deeper understanding of commonsense stories, 2016.

KeyFrame-Compass: Towards Comprehensive Evaluation of Keyframe-Conditioned Video Generation A corpus and evaluation framework for deeper understanding of commonsense stories, 2016

Reference 24

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Observation 203d9675-65bf-454c-a359-a8339cd6fb82 · outbound

This paper cites Introducing chatgpt images 2.0.https: //openai.com/index/introducing-chatgpt- images-2-0/, 2026.

KeyFrame-Compass: Towards Comprehensive Evaluation of Keyframe-Conditioned Video Generation Introducing chatgpt images 2.0.https: //openai.com/index/introducing-chatgpt- images-2-0/, 2026

Reference 25

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Observation 6efbaa55-15f0-4cad-a21d-4cf1ca140448 · outbound

This paper cites Gpt-5.5 system card.https://openai.com/ index/gpt-5-5-system-card/, 2026.

KeyFrame-Compass: Towards Comprehensive Evaluation of Keyframe-Conditioned Video Generation Gpt-5.5 system card.https://openai.com/ index/gpt-5-5-system-card/, 2026

Reference 26

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Observation 7e97fe36-e326-4dc9-bba5-d304a0ebffe5 · outbound

This paper cites OmniWeaving: Towards Unified Video Gener- ation with Free-form Composition and Reasoning.

KeyFrame-Compass: Towards Comprehensive Evaluation of Keyframe-Conditioned Video Generation OmniWeaving: Towards Unified Video Gener- ation with Free-form Composition and Reasoning

Reference 27

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Observation 9bcd8655-7829-4163-a793-729488e3796b · outbound

This paper cites Seedance 2.0: Advancing Video Generation for World Complexity.

KeyFrame-Compass: Towards Comprehensive Evaluation of Keyframe-Conditioned Video Generation Seedance 2.0: Advancing Video Generation for World Complexity

Reference 28

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Observation 3bcdf19e-b015-40e1-a261-020961bc70e8 · outbound

This paper cites Msvbench: Towards human-level evaluation of multi-shot video generation, 2026.

KeyFrame-Compass: Towards Comprehensive Evaluation of Keyframe-Conditioned Video Generation Msvbench: Towards human-level evaluation of multi-shot video generation, 2026

Reference 29

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Observation 3a084d32-a87e-4a43-93a5-d64761bff679 · outbound

This paper cites Mavors: Multi-granularity video representation for multimodal large language model.

KeyFrame-Compass: Towards Comprehensive Evaluation of Keyframe-Conditioned Video Generation Mavors: Multi-granularity video representation for multimodal large language model

Reference 30

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Observation c6a82b16-8263-4e17-83ba-ddb9e392a565 · outbound

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KeyFrame-Compass: Towards Comprehensive Evaluation of Keyframe-Conditioned Video Generation Unresolved cited work

Reference 31

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Observation 843ba0c2-612b-4c44-a982-8126a6e67261 · outbound

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KeyFrame-Compass: Towards Comprehensive Evaluation of Keyframe-Conditioned Video Generation Unresolved cited work

Reference 32

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Observation afc33395-3294-46e4-92b3-c5ad9d5b2ddc · outbound

This paper cites T2V-CompBench: A Comprehensive Benchmark for Compositional Text-to-video Generation.

KeyFrame-Compass: Towards Comprehensive Evaluation of Keyframe-Conditioned Video Generation T2V-CompBench: A Comprehensive Benchmark for Compositional Text-to-video Generation

Reference 33

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Observation bdd143a7-c06b-4e5b-a082-05497918d9a7 · outbound

This paper cites Kling-Omni Technical Report.

KeyFrame-Compass: Towards Comprehensive Evaluation of Keyframe-Conditioned Video Generation Kling-Omni Technical Report

Reference 34

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Observation e7555cfa-7817-4648-8f70-e35d1ea3e29c · outbound

This paper cites Lawrence Zitnick, Devi Parikh, Lucy Vanderwende, Michel Galley, and Margaret Mitchell.

KeyFrame-Compass: Towards Comprehensive Evaluation of Keyframe-Conditioned Video Generation Lawrence Zitnick, Devi Parikh, Lucy Vanderwende, Michel Galley, and Margaret Mitchell

Reference 35

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source=pdf_text observed=2026-08-02T02:56:21.432267Z digest=sha256:86a76f7f237ed3c3cd4175294d761a49b66e672dcf02dff784a6b1dba464de81

Observation 8fd89316-068f-45f0-9105-4c23c931fe53 · outbound

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

KeyFrame-Compass: Towards Comprehensive Evaluation of Keyframe-Conditioned Video Generation Wan: Open and Advanced Large-Scale Video Generative Models

Reference 36

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source=pdf_text observed=2026-08-02T02:56:21.545791Z digest=sha256:9dc6ac96b7e2c9a185bfb6bb0d6d9d696a50a55af25fd713a81410eaabc91bc4

Observation 47e05f7a-cf72-4003-85dd-9152da35315a · outbound

This paper cites Msavbench: Towards comprehensive and reliable evaluation of multi-shot audio-video generation, 2026.

KeyFrame-Compass: Towards Comprehensive Evaluation of Keyframe-Conditioned Video Generation Msavbench: Towards comprehensive and reliable evaluation of multi-shot audio-video generation, 2026

Reference 37

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source=pdf_text observed=2026-08-02T02:56:21.725978Z digest=sha256:b78129cac5714dc0ee2c1065a2e16d5334ace2e771b6d02b62e069466c915603

Observation 005277aa-bef3-4310-9c8b-6b632162bfaa · outbound

This paper cites Hunyuanvideo 1.5 technical report,.

KeyFrame-Compass: Towards Comprehensive Evaluation of Keyframe-Conditioned Video Generation Hunyuanvideo 1.5 technical report,

Reference 38

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source=pdf_text observed=2026-08-02T02:56:21.918628Z digest=sha256:f3d30b3f30cd9fac62cf07a4cbe42694b153a2f7741188b379cfa1c478cf6dfa

Observation 0566b0d3-ad66-4eb3-b9b5-f63ae49d856d · outbound

This paper cites Exploring video quality assessment on user generated contents from aesthetic and technical perspectives, 2023.

KeyFrame-Compass: Towards Comprehensive Evaluation of Keyframe-Conditioned Video Generation Exploring video quality assessment on user generated contents from aesthetic and technical perspectives, 2023

Reference 39

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source=pdf_text observed=2026-08-02T02:56:22.100698Z digest=sha256:90fb8fbed74959653b6990d1a7788df4b505c89c46d441b81a0eea7c3f52a4da

Observation daf9974f-9abc-4e92-ac4e-5d9bc55f61d1 · outbound

This paper cites Captain Cinema: To- wards Short Movie Generation.

KeyFrame-Compass: Towards Comprehensive Evaluation of Keyframe-Conditioned Video Generation Captain Cinema: To- wards Short Movie Generation

Reference 40

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-02T02:56:22.166425Z digest=sha256:6739913549cdb0bdceaa566ad2c024802464db37e46e171df4cb9c15195d8faf

Observation 17dcaed9-de63-4c01-b99f-4dcb5da974bb · outbound

This paper cites Inceptionnext: When inception meets convnext, 2025.

KeyFrame-Compass: Towards Comprehensive Evaluation of Keyframe-Conditioned Video Generation Inceptionnext: When inception meets convnext, 2025

Reference 41

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source=pdf_text observed=2026-08-02T02:56:22.204580Z digest=sha256:f04129aba097db99f5b15ad093c152cc5a9bded96cff1d8009a9defb590f790d

Observation a168b506-7c22-410d-bfbd-a5c05fb743b5 · outbound

This paper cites Ui2v-bench: An understanding-based image-to- video generation benchmark, 2025.

KeyFrame-Compass: Towards Comprehensive Evaluation of Keyframe-Conditioned Video Generation Ui2v-bench: An understanding-based image-to- video generation benchmark, 2025

Reference 42

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-02T02:56:22.293178Z digest=sha256:b47e7ff23862dd8e669e3cef2dd1f938e43bc4b8771b321fe835020c2ad0ef3e

Observation 4d194d89-bdad-4cd3-9ad8-1cc1a0774ede · outbound

This paper cites MuSS: A Large-Scale Dataset and Cinematic Narrative Benchmark for Multi-Shot Subject-to-Video Generation.

KeyFrame-Compass: Towards Comprehensive Evaluation of Keyframe-Conditioned Video Generation MuSS: A Large-Scale Dataset and Cinematic Narrative Benchmark for Multi-Shot Subject-to-Video Generation

Reference 43

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T02:56:22.369775Z digest=sha256:d83a875313acced0b1eb11270df0ffff50a0d86f8752c117152b54108656f8fe

Observation b5232f10-29c9-4cda-af1d-c006d68bff6f · outbound

This paper cites Monst3r: A simple approach for estimating geometry in the presence of motion, 2025.

KeyFrame-Compass: Towards Comprehensive Evaluation of Keyframe-Conditioned Video Generation Monst3r: A simple approach for estimating geometry in the presence of motion, 2025

Reference 44

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-02T02:56:22.477407Z digest=sha256:d20a55cd6dd86fbfc35494254a220aa0a2c10da1e5865251c12c5448aa723fdd

Observation 579cc8b7-3086-4d2d-b972-44714fc78a53 · outbound

This paper cites STAGE: Storyboard-Anchored Generation for Cinematic Multi-shot Narrative.

KeyFrame-Compass: Towards Comprehensive Evaluation of Keyframe-Conditioned Video Generation STAGE: Storyboard-Anchored Generation for Cinematic Multi-shot Narrative

Reference 45

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source=pdf_text observed=2026-08-02T02:56:22.578256Z digest=sha256:5534143398d549679b2ce8d26afbd09432cddd661055dc3df7df1ba8a74e94eb

Observation d030c4d5-3bc6-4336-ab1c-f9fbe1f9d335 · outbound

This paper cites Smartdirector: Keyframe- conditioned cinematic video generation with narrative pac- ing control, 2026.

KeyFrame-Compass: Towards Comprehensive Evaluation of Keyframe-Conditioned Video Generation Smartdirector: Keyframe- conditioned cinematic video generation with narrative pac- ing control, 2026

Reference 46

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source=pdf_text observed=2026-08-02T02:56:22.721246Z digest=sha256:216fc287bb77c746e37af5c9e3f3821b68d1fa8c91575a581b64f91aec79e865

Observation cfe552d7-a099-4551-b75e-60525170c2f3 · outbound

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

KeyFrame-Compass: Towards Comprehensive Evaluation of Keyframe-Conditioned Video Generation VBench-2.0: Advancing Video Generation Benchmark Suite for Intrinsic Faithfulness

Reference 47

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-02T02:56:22.827906Z digest=sha256:3f32ebe073a23951e2fa2cac798ceb4498f398e597705738e94620f60afd6c56

Observation d79220fd-8302-46a9-a5c4-39d96f66c82c · outbound

This paper cites Videomemory: Toward consis- tent video generation via memory integration.arXiv preprint arXiv:2601.03655, 2026.

KeyFrame-Compass: Towards Comprehensive Evaluation of Keyframe-Conditioned Video Generation Videomemory: Toward consis- tent video generation via memory integration.arXiv preprint arXiv:2601.03655, 2026

Reference 48

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source=pdf_text observed=2026-08-02T02:56:22.915621Z digest=sha256:c91359b7b758628326d4c0ef76e4f3327b7e7ec1d8cb13befe658b87b41a0b03

Observation 3a801a07-90f2-41e8-a591-6b45ce345326 · outbound

This paper cites Avgen- bench: A task-driven benchmark for multi-granular evalua- tion of text-to-audio-video generation, 2026.

KeyFrame-Compass: Towards Comprehensive Evaluation of Keyframe-Conditioned Video Generation Avgen- bench: A task-driven benchmark for multi-granular evalua- tion of text-to-audio-video generation, 2026

Reference 49

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source=pdf_text observed=2026-08-02T02:56:23.139528Z digest=sha256:63d1aca1097330074aa72dfedc9c77cbe777e73b9426df68ce40efea7a446a50

Observation 85e7332a-37e9-4ff9-8bdf-ec1eb5347911 · outbound

This paper cites ViStoryBench: Comprehensive Benchmark Suite for Story Visualization.

KeyFrame-Compass: Towards Comprehensive Evaluation of Keyframe-Conditioned Video Generation ViStoryBench: Comprehensive Benchmark Suite for Story Visualization

Reference 50

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source=pdf_text observed=2026-08-02T02:56:23.324035Z digest=sha256:e202f4b00ae4873217114057f83ac5bcde5a9565b20b6937624d45f9a360b88e

Observation e9dd88ec-b6f3-4852-aafb-bad3876a3c74 · outbound

This paper cites an unresolved cited work.

KeyFrame-Compass: Towards Comprehensive Evaluation of Keyframe-Conditioned Video Generation Unresolved cited work

Reference 51

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-02T02:56:23.399226Z digest=sha256:d9ec4de52547e6ad8230964fbce457c17d437fa1ad6d18b8dd3fffce7e2cd25e

Observation 91d9e2a0-04c2-4354-b5d5-c626885258d1 · outbound

This paper cites Start a new shot only at an actual edit boundary such as a hard cut, dissolve, wipe, or other visible transition to a different take.

KeyFrame-Compass: Towards Comprehensive Evaluation of Keyframe-Conditioned Video Generation Start a new shot only at an actual edit boundary such as a hard cut, dissolve, wipe, or other visible transition to a different take

Reference 52

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source=pdf_text observed=2026-08-02T02:56:23.541140Z digest=sha256:7e8da54c68ce840397a1e7c75f7e5eddd6083f7d9fc31f071db3a2547140ac15

Observation 8c4dbf04-b219-41ee-a2a8-2000c8d3e5ff · outbound

This paper cites an unresolved cited work.

KeyFrame-Compass: Towards Comprehensive Evaluation of Keyframe-Conditioned Video Generation Unresolved cited work

Reference 53

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-02T02:56:23.611849Z digest=sha256:38a494d8bddd5f234015d9202e43e222b81e8df00eb90745711d23c8a399c36f

Observation 7db53713-f4f5-4cac-868e-ba01be8ccbb2 · outbound

This paper cites If it is a one-take video, return exactly one segment covering the full video.

KeyFrame-Compass: Towards Comprehensive Evaluation of Keyframe-Conditioned Video Generation If it is a one-take video, return exactly one segment covering the full video

Reference 54

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-02T02:56:23.700210Z digest=sha256:23ed16bc4b66fcebe6046991b5e6c62f4c7fdff8282caeb35fc739390e0f2416

Observation fdd08621-9a6e-452d-b5b3-fcf768c90025 · outbound

This paper cites an unresolved cited work.

KeyFrame-Compass: Towards Comprehensive Evaluation of Keyframe-Conditioned Video Generation Unresolved cited work

Reference 55

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T02:56:23.768902Z digest=sha256:1899daaae0f42024c0b5a28a8fe44314f5c9b8fc2dd931aa61f985986ba3d553

Observation e366bbab-d389-4315-ab6c-e25d8ec0af4f · outbound

This paper cites an unresolved cited work.

KeyFrame-Compass: Towards Comprehensive Evaluation of Keyframe-Conditioned Video Generation Unresolved cited work

Reference 56

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T02:56:23.837799Z digest=sha256:254982e1e743d6c9797985ea80df6e3b88341cec92c4e1c428d90e371c749565

Observation 7b770e45-6cd7-4bcb-81dc-3490a5cf4f8e · outbound

This paper cites List the keyframe in unassigned_keyframes instead.

KeyFrame-Compass: Towards Comprehensive Evaluation of Keyframe-Conditioned Video Generation List the keyframe in unassigned_keyframes instead

Reference 57

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-02T02:56:23.954976Z digest=sha256:33431e3188e8e25658a2a0f27a34c3f847772ad0f7782b72811d7bb11871047e

Observation a426cab4-f8d4-4b3d-be6e-8191bc100386 · outbound

This paper cites an unresolved cited work.

KeyFrame-Compass: Towards Comprehensive Evaluation of Keyframe-Conditioned Video Generation Unresolved cited work

Reference 58

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T02:56:24.012566Z digest=sha256:ea6b2649f3418e95f29fec84ca3935894ae503c314454f48e6721c5d440ce097

Observation 179d19cb-6e83-43b5-a635-cf5e673174bf · outbound

This paper cites S1", "S2.

KeyFrame-Compass: Towards Comprehensive Evaluation of Keyframe-Conditioned Video Generation S1", "S2

Reference 59

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source=pdf_text observed=2026-08-02T02:56:24.069930Z digest=sha256:aab145590034bab63a68b79a98c4589fc98831c881df62df18d8c51f3fe78f2a

Observation ec0307d0-6e41-4d98-bbb4-7e08fcda66ae · outbound

This paper cites SEG001",.

KeyFrame-Compass: Towards Comprehensive Evaluation of Keyframe-Conditioned Video Generation SEG001",

Reference 60

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T02:56:24.100749Z digest=sha256:06eaf6522681e176573662a29294d34bdf519feaa245b808feaef965d1f96ab6

Observation 20193fc8-284b-44b4-9239-1cd9c53852a5 · outbound

This paper cites an unresolved cited work.

KeyFrame-Compass: Towards Comprehensive Evaluation of Keyframe-Conditioned Video Generation Unresolved cited work

Reference 61

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T02:56:24.150026Z digest=sha256:7d1eeed02a0a610b1ba6ae15a84a188f2ce600dd424e90cd1a474b9082edf705

Observation b59c541c-8c23-4633-ac98-8f37057632b0 · outbound

This paper cites If it appears in zero segments, it must appear exactly once in unassigned_keyframes.

KeyFrame-Compass: Towards Comprehensive Evaluation of Keyframe-Conditioned Video Generation If it appears in zero segments, it must appear exactly once in unassigned_keyframes

Reference 62

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no resolver link, observed 2026-08-02T02:56:24.227063Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T02:56:24.227063Z digest=sha256:660b7386aa630e8d0f745e5b78fa8da7d189903bdb3a0374a731c1145f9877d5

Observation a8ab3bb2-1c84-4fb0-859d-4a15647ee78a · outbound

This paper cites an unresolved cited work.

KeyFrame-Compass: Towards Comprehensive Evaluation of Keyframe-Conditioned Video Generation Unresolved cited work

Reference 63

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T02:56:24.292008Z digest=sha256:c683aa236f8fd8f51165f2acc0b67f235a4fbfa96f0c537b08479d35c26fc13e

Observation 1eefee03-60e5-4f34-8d58-9216d2a5cb7e · outbound

This paper cites not_visible_in_generated_video.

KeyFrame-Compass: Towards Comprehensive Evaluation of Keyframe-Conditioned Video Generation not_visible_in_generated_video

Reference 64

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T02:56:24.359788Z digest=sha256:b5ebb06be8d628629f650fd3e7dac3ab75bb55b6417f394d76b4472134284ff0

Observation 065dcc53-481e-4a3c-8ce6-a952301ea70a · outbound

This paper cites S1" and assign all keyframes to that segment. - If the spec requests a one-take video but the generated video visibly has two edited shots, return two segments with shot_ids.

KeyFrame-Compass: Towards Comprehensive Evaluation of Keyframe-Conditioned Video Generation S1" and assign all keyframes to that segment. - If the spec requests a one-take video but the generated video visibly has two edited shots, return two segments with shot_ids

Reference 65

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T02:56:24.450105Z digest=sha256:1baf5fdafb4c902e78418653417b813f6ebabce4d77c91b4de2351b4846b28e1

Observation f88accde-7b60-4702-bc27-ba75dd205924 · outbound

This paper cites an unresolved cited work.

KeyFrame-Compass: Towards Comprehensive Evaluation of Keyframe-Conditioned Video Generation Unresolved cited work

Reference 66

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T02:56:24.595046Z digest=sha256:786f202d998e1fab9dfe669b015460e9d53625f7727eceb1f7e2edb2b87115a5

Observation be28fbe8-f724-427d-9b4b-9f43ad6296e4 · outbound

This paper cites cross_shot.

KeyFrame-Compass: Towards Comprehensive Evaluation of Keyframe-Conditioned Video Generation cross_shot

Reference 67

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T02:56:24.711490Z digest=sha256:9549beb7d1c29e0ad14e0f6df9f7bf9c1ac9850bd25c0312be86c2474d946aef

Observation d79f94ac-8cdc-4059-a5fc-6793822593c4 · outbound

This paper cites video_adherence. camera_parameter.

KeyFrame-Compass: Towards Comprehensive Evaluation of Keyframe-Conditioned Video Generation video_adherence. camera_parameter

Reference 68

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no resolver link, observed 2026-08-02T02:56:24.851709Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-02T02:56:24.851709Z digest=sha256:16928ddc6c7c172b8886f1b8884efb1c84ea84a98f177429ddfef130bb30ff65

Observation 2af5ea23-dad4-49cc-9b22-c078ca3021e9 · outbound

This paper cites video_adherence .shot_count_structure.

KeyFrame-Compass: Towards Comprehensive Evaluation of Keyframe-Conditioned Video Generation video_adherence .shot_count_structure

Reference 69

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T02:56:24.911146Z digest=sha256:f309295601ce2ffc05f298c75bc480d6390f845a9cc7d619bcecf0123b75e3df

Observation 5db1c039-96c5-47f7-99f1-b6239eaf9cd6 · outbound

This paper cites video_adherence. narrative_rhythm.

KeyFrame-Compass: Towards Comprehensive Evaluation of Keyframe-Conditioned Video Generation video_adherence. narrative_rhythm

Reference 70

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T02:56:24.991152Z digest=sha256:a8d880a6d6a1a21910869db0bb83445b3902185e7c3c81ea9a4efd8f683aedfc

Observation 4dbf1dc8-6e72-4d55-8a5b-cdbfa38d2ccd · outbound

This paper cites video_adherence. segment_presence.

KeyFrame-Compass: Towards Comprehensive Evaluation of Keyframe-Conditioned Video Generation video_adherence. segment_presence

Reference 71

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no resolver link, observed 2026-08-02T02:56:25.132050Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T02:56:25.132050Z digest=sha256:5e2d5c559b61bfc8109eed80c49fdecdc75d2a2a7d1b054cfe7d81da91de628a

Observation c138f34a-dd5b-437d-8a07-286801ff6fdc · outbound

This paper cites audio_adherence. semantic_alignment.

KeyFrame-Compass: Towards Comprehensive Evaluation of Keyframe-Conditioned Video Generation audio_adherence. semantic_alignment

Reference 72

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-02T02:56:25.191471Z digest=sha256:8b3d3dc7dc6096f23af29d3fd50e53d2c43ed4dedd839a8d5b394da8f5cbd1e0

Observation d86be234-79ae-4cb1-b84b-7df49cebc37c · outbound

This paper cites audio_adherence. style_emotion.

KeyFrame-Compass: Towards Comprehensive Evaluation of Keyframe-Conditioned Video Generation audio_adherence. style_emotion

Reference 73

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no resolver link, observed 2026-08-02T02:56:25.253728Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T02:56:25.253728Z digest=sha256:a16d0b2d32c7350276674f15c07274c4acad0fe40d73c56171f92e2eb0a9af66

Observation 529e507b-2b6d-40ee-b41d-f187d9f33a17 · outbound

This paper cites video_adherence. segment_presence.

KeyFrame-Compass: Towards Comprehensive Evaluation of Keyframe-Conditioned Video Generation video_adherence. segment_presence

Reference 74

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no resolver link, observed 2026-08-02T02:56:25.311181Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T02:56:25.311181Z digest=sha256:c389c9fa3c4bfebe3d529bba14d1b217b71de14ee8b5cffb1703230b3431e2a3

Observation 792c9bf4-7819-4cf9-a733-4cd6492ff81d · outbound

This paper cites video_adherence .shot_count_structure.

KeyFrame-Compass: Towards Comprehensive Evaluation of Keyframe-Conditioned Video Generation video_adherence .shot_count_structure

Reference 75

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no resolver link, observed 2026-08-02T02:56:25.350269Z

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source=pdf_text observed=2026-08-02T02:56:25.350269Z digest=sha256:f64810b97f5db05f6f8942cdc2187ad861fb3dbf60eb808f806464a26acf4104

Observation 53370e66-c321-4215-a67d-c1fd2d778da2 · outbound

This paper cites video_adherence. narrative_rhythm.

KeyFrame-Compass: Towards Comprehensive Evaluation of Keyframe-Conditioned Video Generation video_adherence. narrative_rhythm

Reference 76

Resolution
unresolved
no resolver link, observed 2026-08-02T02:56:25.417349Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T02:56:25.417349Z digest=sha256:47fe97f688da86b111a6063ad496e5cd4cf28ebe5482416f9796a92c19e78dff

Observation da69a00a-6d28-4ab9-9885-0a79b0ce91e5 · outbound

This paper cites spatial_orientation.relative_position_stability.

KeyFrame-Compass: Towards Comprehensive Evaluation of Keyframe-Conditioned Video Generation spatial_orientation.relative_position_stability

Reference 77

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no resolver link, observed 2026-08-02T02:56:25.510034Z

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source=pdf_text observed=2026-08-02T02:56:25.510034Z digest=sha256:4c40dce06db1d4d2058eb621a15e50ad5bcd12484a6798f136d7ec034c3d6ec2

Observation 105a8159-fed1-4b42-801f-8d9d6756fb1b · outbound

This paper cites spatial_orientation. scale_proportion_rationality.

KeyFrame-Compass: Towards Comprehensive Evaluation of Keyframe-Conditioned Video Generation spatial_orientation. scale_proportion_rationality

Reference 78

Resolution
unresolved
no resolver link, observed 2026-08-02T02:56:25.594146Z

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source=pdf_text observed=2026-08-02T02:56:25.594146Z digest=sha256:e7b2309bc7dd6e32ad1b80c65a28daee6e0c96037e8a47b86e3107d0d757c01b

Pith citing papers

Observation 0e950d10-d95c-4277-b5ac-2d157881787b · inbound

RefCaptioner: Multi-Reference Image-Grounded Video Captioning cites this paper.

RefCaptioner: Multi-Reference Image-Grounded Video Captioning KeyFrame-Compass: Towards Comprehensive Evaluation of Keyframe-Conditioned Video Generation

Reference 22

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no resolver link, observed 2026-07-31T05:08:19.970664Z

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source=pdf_text observed=2026-07-31T05:08:19.970664Z digest=sha256:8c69d643a07e195eb2d992810bbb5e387412089a287a9154f09c80d5cd48557f