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Paper Citation Record · LEDGER

VGIF-Score: Interpretable and Diagnostic Evaluation of Spatio-Temporal Instruction Following in Video Generation

As of 10 August 2026, this Paper Citation Record lists 45 of 45 outbound references and 0 inbound Pith citation observations for arXiv:2607.13527.

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

pith.paper-citation-record.v1
2607.13527 v1

Coverage vector

measured 45 of 45 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-02T04:57:36.864989Z

measured 45 of 45 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

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measured 0 of 1 external citation measurements

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Source: cited_works

Reference resolution

45 of 45 outbound references displayed

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Outbound references

Observation 24afd336-8a58-4111-a743-07ed92a7145b · outbound

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

VGIF-Score: Interpretable and Diagnostic Evaluation of Spatio-Temporal Instruction Following in Video Generation MAGI-1: Autoregressive Video Generation at Scale

Reference 1

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Observation e41fa792-b1f0-4204-91be-57f7f0ce8db7 · outbound

This paper cites In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recog- nition.

VGIF-Score: Interpretable and Diagnostic Evaluation of Spatio-Temporal Instruction Following in Video Generation In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recog- nition

Reference 2

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Observation a3db8d7a-144d-4046-85ec-d58a05244da4 · outbound

This paper cites In: Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision.

VGIF-Score: Interpretable and Diagnostic Evaluation of Spatio-Temporal Instruction Following in Video Generation In: Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision

Reference 3

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Observation 8ea3e244-4bbc-493c-858f-c4ef3f134d50 · outbound

This paper cites In: The Twelfth International Conference on Learning Representations.

VGIF-Score: Interpretable and Diagnostic Evaluation of Spatio-Temporal Instruction Following in Video Generation In: The Twelfth International Conference on Learning Representations

Reference 4

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Observation 6e1ee7ee-53f0-4d68-969a-20616b7bcc85 · outbound

This paper cites Educational and psycho- logical measurement20(1), 37–46 (1960).

VGIF-Score: Interpretable and Diagnostic Evaluation of Spatio-Temporal Instruction Following in Video Generation Educational and psycho- logical measurement20(1), 37–46 (1960)

Reference 5

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Observation 22bcd9eb-b872-4ed4-955b-cf7e048cf6e6 · outbound

This paper cites arXiv preprint arXiv:2510.24717 (2025).

VGIF-Score: Interpretable and Diagnostic Evaluation of Spatio-Temporal Instruction Following in Video Generation arXiv preprint arXiv:2510.24717 (2025)

Reference 6

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Observation 763678e9-f1d8-4bc6-81bc-4e197037d136 · outbound

This paper cites TC-Bench: Benchmarking Temporal Compositionality in Text-to-Video and Image-to-Video Generation.

VGIF-Score: Interpretable and Diagnostic Evaluation of Spatio-Temporal Instruction Following in Video Generation TC-Bench: Benchmarking Temporal Compositionality in Text-to-Video and Image-to-Video Generation

Reference 7

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Observation 17c63e0c-e3f1-4121-a8c4-e9866e736ab1 · outbound

This paper cites IEEE Transactions on Image Processing35, 3395–3410 (2026).

VGIF-Score: Interpretable and Diagnostic Evaluation of Spatio-Temporal Instruction Following in Video Generation IEEE Transactions on Image Processing35, 3395–3410 (2026)

Reference 8

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Observation 66d411d7-8173-43b6-9924-ead91b40663a · outbound

This paper cites In: BMVC.

VGIF-Score: Interpretable and Diagnostic Evaluation of Spatio-Temporal Instruction Following in Video Generation In: BMVC

Reference 9

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Observation a96d5a03-2012-431d-a3f8-527873d573d4 · outbound

This paper cites Advances in neural in- formation processing systems27(2014).

VGIF-Score: Interpretable and Diagnostic Evaluation of Spatio-Temporal Instruction Following in Video Generation Advances in neural in- formation processing systems27(2014)

Reference 10

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Observation 182bf8da-2e07-43bd-add6-c67d3e8d3729 · outbound

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VGIF-Score: Interpretable and Diagnostic Evaluation of Spatio-Temporal Instruction Following in Video Generation Unresolved cited work

Reference 11

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Observation 1321e538-cfd7-4b2d-9a1f-60443e628021 · outbound

This paper cites LTX-2: Efficient Joint Audio-Visual Foundation Model.

VGIF-Score: Interpretable and Diagnostic Evaluation of Spatio-Temporal Instruction Following in Video Generation LTX-2: Efficient Joint Audio-Visual Foundation Model

Reference 12

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Observation e8f911f9-1793-4927-8202-8c47a5bf86bd · outbound

This paper cites In: Proceedings of the 2021 conference on empirical methods in natural language processing.

VGIF-Score: Interpretable and Diagnostic Evaluation of Spatio-Temporal Instruction Following in Video Generation In: Proceedings of the 2021 conference on empirical methods in natural language processing

Reference 13

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Observation 7c49f466-3147-439e-86f3-2d65c11029ac · outbound

This paper cites Advances in neural information processing systems35, 8633– 8646 (2022).

VGIF-Score: Interpretable and Diagnostic Evaluation of Spatio-Temporal Instruction Following in Video Generation Advances in neural information processing systems35, 8633– 8646 (2022)

Reference 14

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Observation 7635286d-8ab3-4bb8-9084-10c9d9845bdb · outbound

This paper cites In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition.

VGIF-Score: Interpretable and Diagnostic Evaluation of Spatio-Temporal Instruction Following in Video Generation In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition

Reference 15

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Observation 7659f198-dbb6-4589-8681-8aac06c1c51f · outbound

This paper cites IEEE Transactions on Pattern Analysis and Machine Intelligence (2025).

VGIF-Score: Interpretable and Diagnostic Evaluation of Spatio-Temporal Instruction Following in Video Generation IEEE Transactions on Pattern Analysis and Machine Intelligence (2025)

Reference 16

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Observation b20fd7ff-1f30-4c32-b8b8-80b108d3dfae · outbound

This paper cites Auto-Encoding Variational Bayes.

VGIF-Score: Interpretable and Diagnostic Evaluation of Spatio-Temporal Instruction Following in Video Generation Auto-Encoding Variational Bayes

Reference 17

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Observation 978a0430-c666-4568-b00c-89b57bb9aab0 · outbound

This paper cites GenAI-Bench: Evaluating and Improving Compositional Text-to-Visual Generation.

VGIF-Score: Interpretable and Diagnostic Evaluation of Spatio-Temporal Instruction Following in Video Generation GenAI-Bench: Evaluating and Improving Compositional Text-to-Visual Generation

Reference 18

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Observation f185dac9-18db-4324-b6d8-cb5bb146b110 · outbound

This paper cites In: Proceedings of the IEEE/CVF International Conference on Computer Vision.

VGIF-Score: Interpretable and Diagnostic Evaluation of Spatio-Temporal Instruction Following in Video Generation In: Proceedings of the IEEE/CVF International Conference on Computer Vision

Reference 19

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Observation 5ad97fc0-d9fd-4d88-b612-d156d0e5bd6f · outbound

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VGIF-Score: Interpretable and Diagnostic Evaluation of Spatio-Temporal Instruction Following in Video Generation Unresolved cited work

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This paper cites In: Proceedings of the IEEE/CVF conference on computer vision and pattern recognition.

VGIF-Score: Interpretable and Diagnostic Evaluation of Spatio-Temporal Instruction Following in Video Generation In: Proceedings of the IEEE/CVF conference on computer vision and pattern recognition

Reference 21

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Observation b24c155b-1f91-4cb3-b9cb-070735124505 · outbound

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VGIF-Score: Interpretable and Diagnostic Evaluation of Spatio-Temporal Instruction Following in Video Generation Unresolved cited work

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Observation 3a19d52f-d149-4ee3-9a96-ad0060c007e8 · outbound

This paper cites In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition.

VGIF-Score: Interpretable and Diagnostic Evaluation of Spatio-Temporal Instruction Following in Video Generation In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition

Reference 23

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Observation b51ef482-0f8b-4969-850b-96ecff96020e · outbound

This paper cites Multimodal Conditional Information Bottleneck for Generalizable AI-Generated Image Detection.

VGIF-Score: Interpretable and Diagnostic Evaluation of Spatio-Temporal Instruction Following in Video Generation Multimodal Conditional Information Bottleneck for Generalizable AI-Generated Image Detection

Reference 24

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Observation 1178344e-a3cc-445c-8029-168506cebc53 · outbound

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VGIF-Score: Interpretable and Diagnostic Evaluation of Spatio-Temporal Instruction Following in Video Generation Unresolved cited work

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VGIF-Score: Interpretable and Diagnostic Evaluation of Spatio-Temporal Instruction Following in Video Generation In: Proceed- ings of the Computer Vision and Pattern Recognition Conference

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Observation 69565d2c-e82f-470f-981d-c5ce69197800 · outbound

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VGIF-Score: Interpretable and Diagnostic Evaluation of Spatio-Temporal Instruction Following in Video Generation In: International Conference on Pattern Recognition

Reference 27

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Observation c2ead5b5-c16c-48df-870c-052cdb7dbb90 · outbound

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VGIF-Score: Interpretable and Diagnostic Evaluation of Spatio-Temporal Instruction Following in Video Generation In: Proceedings of the AAAI Conference on Artificial Intelligence

Reference 28

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Observation c0ea7eb9-9a31-4df1-8736-79e241dbd724 · outbound

This paper cites arXiv preprint arXiv:2601.20305 (2026) VGIF-Score 15.

VGIF-Score: Interpretable and Diagnostic Evaluation of Spatio-Temporal Instruction Following in Video Generation arXiv preprint arXiv:2601.20305 (2026) VGIF-Score 15

Reference 29

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Observation f19d6bb9-cfd7-4dfd-afda-31ba8185d00a · outbound

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VGIF-Score: Interpretable and Diagnostic Evaluation of Spatio-Temporal Instruction Following in Video Generation Unresolved cited work

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Observation 3715e158-aaeb-436a-aa84-6400c9d7be47 · outbound

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VGIF-Score: Interpretable and Diagnostic Evaluation of Spatio-Temporal Instruction Following in Video Generation Kling-Omni Technical Report

Reference 31

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This paper cites arXiv preprint arXiv:2510.22200 (2025).

VGIF-Score: Interpretable and Diagnostic Evaluation of Spatio-Temporal Instruction Following in Video Generation arXiv preprint arXiv:2510.22200 (2025)

Reference 32

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This paper cites MJ-VIDEO: Fine-Grained Benchmarking and Rewarding Video Preferences in Video Generation.

VGIF-Score: Interpretable and Diagnostic Evaluation of Spatio-Temporal Instruction Following in Video Generation MJ-VIDEO: Fine-Grained Benchmarking and Rewarding Video Preferences in Video Generation

Reference 33

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Observation 1f9aecb1-d0d8-4439-b18d-f77a0339fb25 · outbound

This paper cites Towards Accurate Generative Models of Video: A New Metric & Challenges.

VGIF-Score: Interpretable and Diagnostic Evaluation of Spatio-Temporal Instruction Following in Video Generation Towards Accurate Generative Models of Video: A New Metric & Challenges

Reference 34

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Observation 7a42704d-4ad8-4ada-b32c-4711482efe28 · outbound

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

VGIF-Score: Interpretable and Diagnostic Evaluation of Spatio-Temporal Instruction Following in Video Generation Wan: Open and Advanced Large-Scale Video Generative Models

Reference 35

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Observation 3d15d22c-22fd-45d9-a6d9-068d409238b0 · outbound

This paper cites UDM-GRPO: Stable and Efficient Group Relative Policy Optimization for Uniform Discrete Diffusion Models.

VGIF-Score: Interpretable and Diagnostic Evaluation of Spatio-Temporal Instruction Following in Video Generation UDM-GRPO: Stable and Efficient Group Relative Policy Optimization for Uniform Discrete Diffusion Models

Reference 36

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Observation 6a9fbf5f-86c3-49c1-a1b9-af3d2bacd682 · outbound

This paper cites Advances in Neural Information Processing Systems38(2026).

VGIF-Score: Interpretable and Diagnostic Evaluation of Spatio-Temporal Instruction Following in Video Generation Advances in Neural Information Processing Systems38(2026)

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no resolver link, observed 2026-08-02T04:57:36.203050Z

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source=pdf_text observed=2026-08-02T04:57:36.203050Z digest=sha256:1dbf78669c1382daf95512d2e8597e067a7bff08a223f41364f11982200102e0

Observation ce377e47-852f-432e-a085-7d60dc655806 · outbound

This paper cites DetailVerifyBench: A Benchmark for Dense Hallucination Localization in Long Image Captions.

VGIF-Score: Interpretable and Diagnostic Evaluation of Spatio-Temporal Instruction Following in Video Generation DetailVerifyBench: A Benchmark for Dense Hallucination Localization in Long Image Captions

Reference 38

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no resolver link, observed 2026-08-02T04:57:36.296198Z

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source=pdf_text observed=2026-08-02T04:57:36.296198Z digest=sha256:2995b8a169a2f5955f5e8fc780f153e9ce8d4715b62874351241f098ddfa3e7b

Observation 51de27ce-342b-4b6d-a646-b0a581cce483 · outbound

This paper cites HunyuanVideo 1.5 Technical Report.

VGIF-Score: Interpretable and Diagnostic Evaluation of Spatio-Temporal Instruction Following in Video Generation HunyuanVideo 1.5 Technical Report

Reference 39

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no resolver link, observed 2026-08-02T04:57:36.378250Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-02T04:57:36.378250Z digest=sha256:dbb10a15dea6778a6d91cf42c0cee07ef491ed764935b99513bf445cc92b471a

Observation 0d897e31-a70a-4e11-956a-e64b435d6c0e · outbound

This paper cites arXiv preprint arXiv:2510.17314 (2025).

VGIF-Score: Interpretable and Diagnostic Evaluation of Spatio-Temporal Instruction Following in Video Generation arXiv preprint arXiv:2510.17314 (2025)

Reference 40

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no resolver link, observed 2026-08-02T04:57:36.490143Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T04:57:36.490143Z digest=sha256:88a646429cbdf5d0afcf0d2a98dbd3c982cc1c1827bd6cd6b032826b58daa380

Observation 4b3ef084-518a-4f6b-999e-253f327a1d42 · outbound

This paper cites VideoGPT: Video Generation using VQ-VAE and Transformers.

VGIF-Score: Interpretable and Diagnostic Evaluation of Spatio-Temporal Instruction Following in Video Generation VideoGPT: Video Generation using VQ-VAE and Transformers

Reference 41

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no resolver link, observed 2026-08-02T04:57:36.587647Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-02T04:57:36.587647Z digest=sha256:5ecc473f5debe517b75949f6fc74a0c534b41ef0593f2c3932e27244278e615b

Observation a852e512-b04a-4c21-97dd-4eecb05f4abd · outbound

This paper cites an unresolved cited work.

VGIF-Score: Interpretable and Diagnostic Evaluation of Spatio-Temporal Instruction Following in Video Generation Unresolved cited work

Reference 42

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no resolver link, observed 2026-08-02T04:57:36.675488Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T04:57:36.675488Z digest=sha256:f48ed9c4b4fcdf612a873e662a6e7863bd1bdb2c07430135d3d3fc48f375fd24

Observation 29cea2ed-ea1f-468a-b8b8-4ec4a7d80ec8 · outbound

This paper cites CogVideoX: Text-to-Video Diffusion Models with An Expert Transformer.

VGIF-Score: Interpretable and Diagnostic Evaluation of Spatio-Temporal Instruction Following in Video Generation CogVideoX: Text-to-Video Diffusion Models with An Expert Transformer

Reference 43

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no resolver link, observed 2026-08-02T04:57:36.744154Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-02T04:57:36.744154Z digest=sha256:9edbe84283c466c0a430198aa96302956a7e21493f893da111a58b3da1a6f0e9

Observation c284c615-bc75-45a3-b78a-c4dbaf7715dd · outbound

This paper cites Advances in Neural Information Processing Systems37, 21236–21270 (2024).

VGIF-Score: Interpretable and Diagnostic Evaluation of Spatio-Temporal Instruction Following in Video Generation Advances in Neural Information Processing Systems37, 21236–21270 (2024)

Reference 44

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no resolver link, observed 2026-08-02T04:57:36.800767Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T04:57:36.800767Z digest=sha256:0ebda559a863b90712ea9f0e9bc9594a83f7f40dd0c0d24fba4ca204de147df3

Observation fee034c3-3ba7-4f9a-9c29-6b40192a12f1 · outbound

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

VGIF-Score: Interpretable and Diagnostic Evaluation of Spatio-Temporal Instruction Following in Video Generation VBench-2.0: Advancing Video Generation Benchmark Suite for Intrinsic Faithfulness

Reference 45

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unresolved
no resolver link, observed 2026-08-02T04:57:36.864989Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T04:57:36.864989Z digest=sha256:24531446160296ae439be7a937fc5078c025ee3bb8e77d54230346195b4d1da7

Pith citing papers

No inbound Pith citation observations are available.