Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T19:06:15.946132Z
Paper Citation Record · LEDGER
FIFA: Unified Faithfulness Evaluation Framework for Text-to-Video and Video-to-Text Generation
As of 7 August 2026, this Paper Citation Record lists 46 of 46 outbound references and 0 inbound Pith citation observations for arXiv:2507.06523.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
46 of 46 outbound references displayed
- verified exact1
- verified fuzzy2
- unresolved43
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 5f283fee-f754-4199-a520-2ad4785a941d · outbound
This paper cites URL: " 'urlintro :=.
FIFA: Unified Faithfulness Evaluation Framework for Text-to-Video and Video-to-Text Generation URL: " 'urlintro :=
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:06:15.687113Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7f550a32-eddc-4064-abf9-8368032a0864 · outbound
This paper cites write newline.
FIFA: Unified Faithfulness Evaluation Framework for Text-to-Video and Video-to-Text Generation write newline
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:06:15.693631Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bbe0cab4-82e0-4d31-9368-22ff14061d92 · outbound
This paper cites Qwen2.5-VL Technical Report.
FIFA: Unified Faithfulness Evaluation Framework for Text-to-Video and Video-to-Text Generation Qwen2.5-VL Technical Report
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:06:15.699508Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e681670b-b311-404e-aeab-21af7942e34e · outbound
This paper cites an unresolved cited work.
FIFA: Unified Faithfulness Evaluation Framework for Text-to-Video and Video-to-Text Generation Unresolved cited work
Reference 4
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T19:06:18.766097Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 21d70a30-6f0c-461e-a05b-69ca07295eaa · outbound
This paper cites an unresolved cited work.
FIFA: Unified Faithfulness Evaluation Framework for Text-to-Video and Video-to-Text Generation Unresolved cited work
Reference 5
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T19:06:18.592460Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation c75fc183-2605-4fd2-80c6-06dd9e14f443 · outbound
This paper cites Expanding Performance Boundaries of Open-Source Multimodal Models with Model, Data, and Test-Time Scaling.
FIFA: Unified Faithfulness Evaluation Framework for Text-to-Video and Video-to-Text Generation Expanding Performance Boundaries of Open-Source Multimodal Models with Model, Data, and Test-Time Scaling
Reference 7
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:06:15.723799Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9a317bad-2679-438f-9944-0b3fa063ef81 · outbound
This paper cites Baldridge, Roopal Garg, Peter Anderson, Ranjay Krishna, Mohit Bansal, Jordi Pont - Tuset, and Su Wang.
FIFA: Unified Faithfulness Evaluation Framework for Text-to-Video and Video-to-Text Generation Baldridge, Roopal Garg, Peter Anderson, Ranjay Krishna, Mohit Bansal, Jordi Pont - Tuset, and Su Wang
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T19:06:18.373698Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 5d9ac1fa-447b-4096-9d55-bb7f4b6b80f5 · outbound
This paper cites an unresolved cited work.
FIFA: Unified Faithfulness Evaluation Framework for Text-to-Video and Video-to-Text Generation Unresolved cited work
Reference 9
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T19:06:18.195171Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 6b04b152-ebe2-4c62-8d8c-bd54f382a8ca · outbound
This paper cites Gritsenko, William Chan, Mohammad Norouzi, and David J.
FIFA: Unified Faithfulness Evaluation Framework for Text-to-Video and Video-to-Text Generation Gritsenko, William Chan, Mohammad Norouzi, and David J
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T19:06:18.029151Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 26821cb2-1457-4b6f-b88e-b31ba2ea080a · outbound
This paper cites an unresolved cited work.
FIFA: Unified Faithfulness Evaluation Framework for Text-to-Video and Video-to-Text Generation Unresolved cited work
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:06:15.745427Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3d165508-a40a-4d30-8a19-eb5abef2d1ba · outbound
This paper cites A Survey on Hallucination in Large Language Models: Principles, Taxonomy, Challenges, and Open Questions.
FIFA: Unified Faithfulness Evaluation Framework for Text-to-Video and Video-to-Text Generation A Survey on Hallucination in Large Language Models: Principles, Taxonomy, Challenges, and Open Questions
Reference 12
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:06:15.750213Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 66c6bf8d-ac84-43b9-9ba5-eb7aa8674f7d · outbound
This paper cites an unresolved cited work.
FIFA: Unified Faithfulness Evaluation Framework for Text-to-Video and Video-to-Text Generation Unresolved cited work
Reference 13
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T19:06:17.886643Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 65a6c944-d0cf-4eb8-bf74-521ac92acee3 · outbound
This paper cites HunyuanVideo: A Systematic Framework For Large Video Generative Models.
FIFA: Unified Faithfulness Evaluation Framework for Text-to-Video and Video-to-Text Generation HunyuanVideo: A Systematic Framework For Large Video Generative Models
Reference 14
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:06:15.760357Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1479f4e8-f67c-41d8-a65d-a0a6b06a3999 · outbound
This paper cites an unresolved cited work.
FIFA: Unified Faithfulness Evaluation Framework for Text-to-Video and Video-to-Text Generation Unresolved cited work
Reference 15
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:06:15.765679Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ee748921-e4ec-4a1b-a389-d47b6ebf81e7 · outbound
This paper cites VidHalluc: Evaluating Temporal Hallucinations in Multimodal Large Language Models for Video Understanding.
FIFA: Unified Faithfulness Evaluation Framework for Text-to-Video and Video-to-Text Generation VidHalluc: Evaluating Temporal Hallucinations in Multimodal Large Language Models for Video Understanding
Reference 16
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:06:15.770693Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2740a068-c28d-4c68-81f5-3458d651095b · outbound
This paper cites an unresolved cited work.
FIFA: Unified Faithfulness Evaluation Framework for Text-to-Video and Video-to-Text Generation Unresolved cited work
Reference 17
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:06:15.775620Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a65af57c-b4f7-4f2f-9afa-3dfe8daa132c · outbound
This paper cites an unresolved cited work.
FIFA: Unified Faithfulness Evaluation Framework for Text-to-Video and Video-to-Text Generation Unresolved cited work
Reference 18
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:06:15.780126Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 96df4318-1a0b-4fac-baf5-fde92d9f40b7 · outbound
This paper cites an unresolved cited work.
FIFA: Unified Faithfulness Evaluation Framework for Text-to-Video and Video-to-Text Generation Unresolved cited work
Reference 19
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T19:06:17.681986Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 7285bf6d-1e50-4717-924d-f74ea5189131 · outbound
This paper cites an unresolved cited work.
FIFA: Unified Faithfulness Evaluation Framework for Text-to-Video and Video-to-Text Generation Unresolved cited work
Reference 20
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T19:06:17.502128Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 94ccacb3-d28b-43ba-b541-ed235b18fa4d · outbound
This paper cites an unresolved cited work.
FIFA: Unified Faithfulness Evaluation Framework for Text-to-Video and Video-to-Text Generation Unresolved cited work
Reference 21
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T19:06:17.311372Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation bc9d5d64-ceae-413a-9f0d-684b13d764c2 · outbound
This paper cites Visual Instruction Tuning.
FIFA: Unified Faithfulness Evaluation Framework for Text-to-Video and Video-to-Text Generation Visual Instruction Tuning
Reference 22
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:06:15.801334Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fc8183c3-8b17-4b11-8bc2-f5f4cdcaba21 · outbound
This paper cites an unresolved cited work.
FIFA: Unified Faithfulness Evaluation Framework for Text-to-Video and Video-to-Text Generation Unresolved cited work
Reference 25
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:06:15.817135Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 535a9d56-8216-4fe6-a09d-9266375f57f1 · outbound
This paper cites an unresolved cited work.
FIFA: Unified Faithfulness Evaluation Framework for Text-to-Video and Video-to-Text Generation Unresolved cited work
Reference 26
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:06:15.822295Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5e193454-6832-4546-90af-830c051f850c · outbound
This paper cites an unresolved cited work.
FIFA: Unified Faithfulness Evaluation Framework for Text-to-Video and Video-to-Text Generation Unresolved cited work
Reference 27
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:06:15.829043Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ab604c38-9130-47f2-bae6-b8e8a484fd59 · outbound
This paper cites an unresolved cited work.
FIFA: Unified Faithfulness Evaluation Framework for Text-to-Video and Video-to-Text Generation Unresolved cited work
Reference 28
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:06:15.834552Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a777011d-2222-43bf-9b00-9ef36e32997a · outbound
This paper cites an unresolved cited work.
FIFA: Unified Faithfulness Evaluation Framework for Text-to-Video and Video-to-Text Generation Unresolved cited work
Reference 29
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T19:06:17.097973Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 0820b5a3-e805-40ee-adce-0c285e84c68a · outbound
This paper cites ViBe: A Text-to-Video Benchmark for Evaluating Hallucination in Large Multimodal Models.
FIFA: Unified Faithfulness Evaluation Framework for Text-to-Video and Video-to-Text Generation ViBe: A Text-to-Video Benchmark for Evaluating Hallucination in Large Multimodal Models
Reference 30
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:06:15.846144Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a190fcd7-d05e-4ad8-a3d6-ff8aecbbda21 · outbound
This paper cites an unresolved cited work.
FIFA: Unified Faithfulness Evaluation Framework for Text-to-Video and Video-to-Text Generation Unresolved cited work
Reference 31
- Resolution
- verified exact
- doi, observed 2026-08-06T19:06:16.257639Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 09911d56-2b23-4201-869b-d3e0edd0fb07 · outbound
This paper cites an unresolved cited work.
FIFA: Unified Faithfulness Evaluation Framework for Text-to-Video and Video-to-Text Generation Unresolved cited work
Reference 32
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T19:06:16.947263Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 5e6c18e7-049b-4473-88b9-8a2bce9c2907 · outbound
This paper cites Attention Is All You Need.
FIFA: Unified Faithfulness Evaluation Framework for Text-to-Video and Video-to-Text Generation Attention Is All You Need
Reference 33
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:06:15.862734Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b474734e-525e-4d31-975a-47f6502592ce · outbound
This paper cites an unresolved cited work.
FIFA: Unified Faithfulness Evaluation Framework for Text-to-Video and Video-to-Text Generation Unresolved cited work
Reference 34
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T19:06:16.785779Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation ec42d65f-0f14-4190-a446-33c46f45a37f · outbound
This paper cites VideoHallucer: Evaluating Intrinsic and Extrinsic Hallucinations in Large Video-Language Models.
FIFA: Unified Faithfulness Evaluation Framework for Text-to-Video and Video-to-Text Generation VideoHallucer: Evaluating Intrinsic and Extrinsic Hallucinations in Large Video-Language Models
Reference 35
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:06:15.872778Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4a56766d-dc34-4a74-a1df-32c162be0325 · outbound
This paper cites an unresolved cited work.
FIFA: Unified Faithfulness Evaluation Framework for Text-to-Video and Video-to-Text Generation Unresolved cited work
Reference 36
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:06:15.877967Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 94fa8b39-cfaf-4acc-91d7-8e80b70f8259 · outbound
This paper cites an unresolved cited work.
FIFA: Unified Faithfulness Evaluation Framework for Text-to-Video and Video-to-Text Generation Unresolved cited work
Reference 37
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:06:15.884147Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d94fbeeb-4f90-4105-8084-6e11203b2c68 · outbound
This paper cites Towards A Better Metric for Text-to-Video Generation.
FIFA: Unified Faithfulness Evaluation Framework for Text-to-Video and Video-to-Text Generation Towards A Better Metric for Text-to-Video Generation
Reference 38
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:06:15.889647Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c6abdaa6-460c-499c-b7ca-a61acda16651 · outbound
This paper cites an unresolved cited work.
FIFA: Unified Faithfulness Evaluation Framework for Text-to-Video and Video-to-Text Generation Unresolved cited work
Reference 39
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:06:15.894820Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fcd7c5f7-9d02-49eb-9039-f9e1fb35a32e · outbound
This paper cites VideoGPT: Video Generation using VQ-VAE and Transformers.
FIFA: Unified Faithfulness Evaluation Framework for Text-to-Video and Video-to-Text Generation VideoGPT: Video Generation using VQ-VAE and Transformers
Reference 40
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:06:15.900108Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b1647176-3413-4f66-a35e-eaf65c5ce11d · outbound
This paper cites CogVideoX: Text-to-Video Diffusion Models with An Expert Transformer.
FIFA: Unified Faithfulness Evaluation Framework for Text-to-Video and Video-to-Text Generation CogVideoX: Text-to-Video Diffusion Models with An Expert Transformer
Reference 41
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:06:15.905122Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cb86b4e1-86ce-410b-9966-44437c9a19a8 · outbound
This paper cites an unresolved cited work.
FIFA: Unified Faithfulness Evaluation Framework for Text-to-Video and Video-to-Text Generation Unresolved cited work
Reference 42
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:06:15.910668Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 808e5899-ebd7-45e9-a295-ebc0cf4cdfc4 · outbound
This paper cites an unresolved cited work.
FIFA: Unified Faithfulness Evaluation Framework for Text-to-Video and Video-to-Text Generation Unresolved cited work
Reference 43
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:06:15.916208Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 77fc295d-56e6-4f3d-9f43-01fd93e6e70a · outbound
This paper cites VideoLLaMA 3: Frontier Multimodal Foundation Models for Image and Video Understanding.
FIFA: Unified Faithfulness Evaluation Framework for Text-to-Video and Video-to-Text Generation VideoLLaMA 3: Frontier Multimodal Foundation Models for Image and Video Understanding
Reference 44
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:06:15.921090Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0bdb533e-5eac-4116-9315-aa8c855dff17 · outbound
This paper cites an unresolved cited work.
FIFA: Unified Faithfulness Evaluation Framework for Text-to-Video and Video-to-Text Generation Unresolved cited work
Reference 45
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:06:15.926034Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 23f97203-057b-4b1f-875d-47c2b66a2ba4 · outbound
This paper cites an unresolved cited work.
FIFA: Unified Faithfulness Evaluation Framework for Text-to-Video and Video-to-Text Generation Unresolved cited work
Reference 46
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:06:15.930986Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 90f60c04-8e70-4ec3-907d-3e5688c3aaf6 · outbound
This paper cites Weinberger, and Yoav Artzi.
FIFA: Unified Faithfulness Evaluation Framework for Text-to-Video and Video-to-Text Generation Weinberger, and Yoav Artzi
Reference 47
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:06:15.935424Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2270874a-7514-4557-879f-293e7e4052f8 · outbound
This paper cites VBench-2.0: Advancing Video Generation Benchmark Suite for Intrinsic Faithfulness.
FIFA: Unified Faithfulness Evaluation Framework for Text-to-Video and Video-to-Text Generation VBench-2.0: Advancing Video Generation Benchmark Suite for Intrinsic Faithfulness
Reference 48
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:06:15.941028Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 13e90a31-a301-4b87-b071-eadd88c43079 · outbound
This paper cites MagicVideo: Efficient Video Generation With Latent Diffusion Models.
FIFA: Unified Faithfulness Evaluation Framework for Text-to-Video and Video-to-Text Generation MagicVideo: Efficient Video Generation With Latent Diffusion Models
Reference 49
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T19:06:15.946132Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Pith citing papers
No inbound Pith citation observations are available.