Paper Citation Record · LEDGER

VideoScore: Building Automatic Metrics to Simulate Fine-grained Human Feedback for Video Generation

As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 34 inbound Pith citation observations for arXiv:2406.15252.

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

pith.paper-citation-record.v1
2406.15252 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 34 of 34 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 34 of 34 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-10T12:27:47.978343Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-01T15:45:48.888277Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
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External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 42495389-73cf-457f-a1e7-20efcb1aeacd · inbound

Towards World Simulator: Crafting Physical Commonsense-Based Benchmark for Video Generation cites this paper.

Towards World Simulator: Crafting Physical Commonsense-Based Benchmark for Video Generation VideoScore: Building Automatic Metrics to Simulate Fine-grained Human Feedback for Video Generation

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-05-18T14:40:00.111640Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 4c271c58-00d9-4d51-89d6-8c207850fcca · inbound

DOLLAR: Few-Step Video Generation via Distillation and Latent Reward Optimization cites this paper.

DOLLAR: Few-Step Video Generation via Distillation and Latent Reward Optimization VideoScore: Building Automatic Metrics to Simulate Fine-grained Human Feedback for Video Generation

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-05-23T07:02:41.973532Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation adff459a-b84b-46dc-b336-189ff2d2d82a · inbound

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

Do generative video models understand physical principles? VideoScore: Building Automatic Metrics to Simulate Fine-grained Human Feedback for Video Generation

Reference 49

Resolution: verified exact; arxiv_id, observed 2026-05-20T12:47:05.922143Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 86f0bdce-4432-4328-9c2e-6ade9c058368 · inbound

Improving Video Generation with Human Feedback cites this paper.

Improving Video Generation with Human Feedback VideoScore: Building Automatic Metrics to Simulate Fine-grained Human Feedback for Video Generation

Reference 19

Resolution: verified exact; arxiv_id, observed 2026-05-13T15:30:02.653134Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation f2446457-9535-46d1-9a58-62e303e88ba3 · inbound

PhysAnimator: Physics-Guided Generative Cartoon Animation cites this paper.

PhysAnimator: Physics-Guided Generative Cartoon Animation VideoScore: Building Automatic Metrics to Simulate Fine-grained Human Feedback for Video Generation

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-10T12:27:47.978343Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 31da6ec9-f403-4622-8549-7666b9ed3bf4 · inbound

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

MJ-VIDEO: Fine-Grained Benchmarking and Rewarding Video Preferences in Video Generation VideoScore: Building Automatic Metrics to Simulate Fine-grained Human Feedback for Video Generation

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-09T14:50:57.902010Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 33bd3cf3-9ee6-432b-ad22-f8d3d3ab9209 · inbound

Unified Reward Model for Multimodal Understanding and Generation cites this paper.

Unified Reward Model for Multimodal Understanding and Generation VideoScore: Building Automatic Metrics to Simulate Fine-grained Human Feedback for Video Generation

Reference 23

Resolution: verified exact; arxiv_id, observed 2026-05-14T00:44:30.808338Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 254274c1-bab8-4519-a71c-5e0dd76505c2 · inbound

DanceGRPO: Unleashing GRPO on Visual Generation cites this paper.

DanceGRPO: Unleashing GRPO on Visual Generation VideoScore: Building Automatic Metrics to Simulate Fine-grained Human Feedback for Video Generation

Reference 41

Resolution: verified exact; arxiv_id, observed 2026-05-11T22:28:27.476623Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 97a87251-19a4-4abb-a3fb-36b2e4e20e9d · inbound

InfLVG: Reinforce Inference-Time Consistent Long Video Generation with GRPO cites this paper.

InfLVG: Reinforce Inference-Time Consistent Long Video Generation with GRPO VideoScore: Building Automatic Metrics to Simulate Fine-grained Human Feedback for Video Generation

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T14:48:08.914750Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 10b2d949-ec05-42b9-8dbb-490705c5b8ea · inbound

Scaling Image and Video Generation via Test-Time Evolutionary Search cites this paper.

Scaling Image and Video Generation via Test-Time Evolutionary Search VideoScore: Building Automatic Metrics to Simulate Fine-grained Human Feedback for Video Generation

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-07T14:49:42.772627Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2a96e897-15fa-4f12-9e15-faf72dbb4d0b · inbound

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

OpenS2V-Nexus: A Detailed Benchmark and Million-Scale Dataset for Subject-to-Video Generation VideoScore: Building Automatic Metrics to Simulate Fine-grained Human Feedback for Video Generation

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-07T13:59:30.049247Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 29cdfd3c-1b3f-48eb-a91c-d9b440d1da04 · inbound

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

Towards Holistic Visual Quality Assessment of AI-Generated Videos: A LLM-Based Multi-Dimensional Evaluation Model VideoScore: Building Automatic Metrics to Simulate Fine-grained Human Feedback for Video Generation

Reference 11

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation be29dfc3-72d3-426d-bcdf-c9f4e5149870 · inbound

GigaVideo-1: Advancing Video Generation via Automatic Feedback with 4 GPU-Hours Fine-Tuning cites this paper.

GigaVideo-1: Advancing Video Generation via Automatic Feedback with 4 GPU-Hours Fine-Tuning VideoScore: Building Automatic Metrics to Simulate Fine-grained Human Feedback for Video Generation

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-07T04:29:39.531704Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ccbba998-7073-4628-b767-729d3c09c679 · inbound

AlignHuman: Improving Motion and Fidelity via Timestep-Segment Preference Optimization for Audio-Driven Human Animation cites this paper.

AlignHuman: Improving Motion and Fidelity via Timestep-Segment Preference Optimization for Audio-Driven Human Animation VideoScore: Building Automatic Metrics to Simulate Fine-grained Human Feedback for Video Generation

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T04:55:28.726179Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c454e54b-d1bd-49c1-852d-f1b4e5d86501 · inbound

Fake it till You Make it: Reward Modeling as Discriminative Prediction cites this paper.

Fake it till You Make it: Reward Modeling as Discriminative Prediction VideoScore: Building Automatic Metrics to Simulate Fine-grained Human Feedback for Video Generation

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T00:30:41.631422Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 402c126e-f787-4653-afe9-1576a29eff35 · inbound

AIGVE-MACS: Unified Multi-Aspect Commenting and Scoring Model for AI-Generated Video Evaluation cites this paper.

AIGVE-MACS: Unified Multi-Aspect Commenting and Scoring Model for AI-Generated Video Evaluation VideoScore: Building Automatic Metrics to Simulate Fine-grained Human Feedback for Video Generation

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-06T21:03:00.640203Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a2f3e10d-edde-4bb5-9854-aa29c9c39f57 · inbound

MedGen: Unlocking Medical Video Generation by Scaling Granularly-annotated Medical Videos cites this paper.

MedGen: Unlocking Medical Video Generation by Scaling Granularly-annotated Medical Videos VideoScore: Building Automatic Metrics to Simulate Fine-grained Human Feedback for Video Generation

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-06T19:25:08.523862Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2c2f0c50-0fd6-480d-ad51-af2ed04f2177 · inbound

ADIEE: Automatic Dataset Creation and Scorer for Instruction-Guided Image Editing Evaluation cites this paper.

ADIEE: Automatic Dataset Creation and Scorer for Instruction-Guided Image Editing Evaluation VideoScore: Building Automatic Metrics to Simulate Fine-grained Human Feedback for Video Generation

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-06T18:48:39.761303Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aae6831f-afa6-472b-b66f-2d8592347138 · inbound

"PhyWorldBench": A Comprehensive Evaluation of Physical Realism in Text-to-Video Models cites this paper.

"PhyWorldBench": A Comprehensive Evaluation of Physical Realism in Text-to-Video Models VideoScore: Building Automatic Metrics to Simulate Fine-grained Human Feedback for Video Generation

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T16:30:51.136313Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ee107e7e-ec9e-49aa-abba-d72598cc329b · inbound

Runtime Failure Hunting for Physics Engine Based Software Systems: How Far Can We Go? cites this paper.

Runtime Failure Hunting for Physics Engine Based Software Systems: How Far Can We Go? VideoScore: Building Automatic Metrics to Simulate Fine-grained Human Feedback for Video Generation

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-06T12:09:26.767123Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 22539301-87c3-4ef8-91cb-5d08fdaf0ed7 · inbound

Robust Single-Stage Fully Sparse 3D Object Detection via Detachable Latent Diffusion cites this paper.

Robust Single-Stage Fully Sparse 3D Object Detection via Detachable Latent Diffusion VideoScore: Building Automatic Metrics to Simulate Fine-grained Human Feedback for Video Generation

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-06T04:36:13.428878Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9daed3f1-6769-4f2b-af1e-6b23ecdb6f14 · inbound

FantasyTalking2: Timestep-Layer Adaptive Preference Optimization for Audio-Driven Portrait Animation cites this paper.

FantasyTalking2: Timestep-Layer Adaptive Preference Optimization for Audio-Driven Portrait Animation VideoScore: Building Automatic Metrics to Simulate Fine-grained Human Feedback for Video Generation

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-05T20:06:46.273086Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 38b5cae5-8a68-411d-9d4e-a5f6033d5569 · inbound

GeneVA: A Dataset of Human Annotations for Generative Text to Video Artifacts cites this paper.

GeneVA: A Dataset of Human Annotations for Generative Text to Video Artifacts VideoScore: Building Automatic Metrics to Simulate Fine-grained Human Feedback for Video Generation

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-04T20:09:21.219231Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1998247a-f52c-4469-a7e0-02fb9ebd2ff5 · inbound

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

RAPO++: Cross-Stage Prompt Optimization for Text-to-Video Generation via Data Alignment and Test-Time Scaling VideoScore: Building Automatic Metrics to Simulate Fine-grained Human Feedback for Video Generation

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-05-18T05:15:54.498099Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 54d9b552-4606-48de-8c64-f9e60dde1205 · inbound

MASS: Motion-Aware Spatial-Temporal Grounding for Physics Reasoning and Comprehension in Vision-Language Models cites this paper.

MASS: Motion-Aware Spatial-Temporal Grounding for Physics Reasoning and Comprehension in Vision-Language Models VideoScore: Building Automatic Metrics to Simulate Fine-grained Human Feedback for Video Generation

Reference 20

Resolution: verified exact; arxiv_id, observed 2026-05-17T05:59:08.552890Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 2fb21064-138e-4a63-80c1-4d01e3b50093 · inbound

Seeing What Matters: Visual Preference Policy Optimization for Visual Generation cites this paper.

Seeing What Matters: Visual Preference Policy Optimization for Visual Generation VideoScore: Building Automatic Metrics to Simulate Fine-grained Human Feedback for Video Generation

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-05-21T18:44:18.974203Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 97a9ad42-829b-4166-85db-26d8bde655d4 · inbound

Zoom-IQA: Image Quality Assessment with Reliable Region-Aware Reasoning cites this paper.

Zoom-IQA: Image Quality Assessment with Reliable Region-Aware Reasoning VideoScore: Building Automatic Metrics to Simulate Fine-grained Human Feedback for Video Generation

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-03T12:31:13.136990Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c9665ed3-4b2b-4ad7-9ce5-ef91a69b4ee7 · inbound

How Far Are Video Models from True Multimodal Reasoning? cites this paper.

How Far Are Video Models from True Multimodal Reasoning? VideoScore: Building Automatic Metrics to Simulate Fine-grained Human Feedback for Video Generation

Reference 23

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T12:51:04.183684Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 1649c847-af35-432c-b465-af1b0e80e1db · inbound

Learning to Credit the Right Steps: Objective-aware Process Optimization for Visual Generation cites this paper.

Learning to Credit the Right Steps: Objective-aware Process Optimization for Visual Generation VideoScore: Building Automatic Metrics to Simulate Fine-grained Human Feedback for Video Generation

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-05-11T13:16:03.101352Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 5b801cdc-3f3a-4afc-aac7-31f92adf255e · inbound

HuM-Eval: A Coarse-to-Fine Framework for Human-Centric Video Evaluation cites this paper.

HuM-Eval: A Coarse-to-Fine Framework for Human-Centric Video Evaluation VideoScore: Building Automatic Metrics to Simulate Fine-grained Human Feedback for Video Generation

Reference 17

Resolution: verified exact; arxiv_id, observed 2026-05-11T23:31:15.290963Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation a66b5498-1e68-4eeb-a9ef-cb79201c070e · inbound

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

PhyMotion: Structured 3D Motion Reward for Physics-Grounded Human Video Generation VideoScore: Building Automatic Metrics to Simulate Fine-grained Human Feedback for Video Generation

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-05-15T02:49:41.459894Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 668a0ba2-e968-4a46-92e7-0de69e8ddcd5 · inbound

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

A Good Talk Does not Look Like a Summary, It Teaches You! Measuring Takeaways from Paper-to-Video Talks VideoScore: Building Automatic Metrics to Simulate Fine-grained Human Feedback for Video Generation

Reference 68

Resolution: verified exact; arxiv_id, observed 2026-07-01T15:45:48.889899Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation a49cb5eb-3175-49f8-baef-8c2d6a57e06e · inbound

Reinforcement Learning: From Algorithms To Foundation Models cites this paper.

Reinforcement Learning: From Algorithms To Foundation Models VideoScore: Building Automatic Metrics to Simulate Fine-grained Human Feedback for Video Generation

Reference 82

Resolution: unresolved; no resolver link, observed 2026-08-01T17:45:04.144003Z

Source-reported events for the cited work

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Observation e56cd1b3-8bd0-4e82-bd48-9ede5254a173 · inbound

CachedSearch: Training-Free Cached Exploration for Test-Time Search in Video Diffusion cites this paper.

CachedSearch: Training-Free Cached Exploration for Test-Time Search in Video Diffusion VideoScore: Building Automatic Metrics to Simulate Fine-grained Human Feedback for Video Generation

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-01T03:30:23.679425Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.