Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-08T16:20:40.024442Z
Paper Citation Record · LEDGER
As of 8 August 2026, this Paper Citation Record lists 45 of 45 outbound references and 0 inbound Pith citation observations for arXiv:2605.05187.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-08T16:20:40.024442Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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
45 of 45 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 9639ceac-f7f8-412c-95e3-b1967433f814 · outbound
LoViF 2026 The First Challenge on Holistic Quality Assessment for 4D World Model (PhyScore) Cosmos World Foundation Model Platform for Physical AI
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 2b6ecd2b-f73d-4441-90cc-c728a8186582 · outbound
LoViF 2026 The First Challenge on Holistic Quality Assessment for 4D World Model (PhyScore) Recammaster: Camera-controlled generative ren- dering from a single video
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 2750ccde-13d7-4f51-a70a-068506bb68c0 · outbound
LoViF 2026 The First Challenge on Holistic Quality Assessment for 4D World Model (PhyScore) Qwen3-VL Technical Report
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 1dfeeaf0-72d3-4c3b-aeb9-c2169aa84fa9 · outbound
LoViF 2026 The First Challenge on Holistic Quality Assessment for 4D World Model (PhyScore) Qwen2.5-VL Technical Report
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation c6514254-c01e-4b75-88a2-4d9391293563 · outbound
LoViF 2026 The First Challenge on Holistic Quality Assessment for 4D World Model (PhyScore) Random forests.Machine Learning, 45(1): 5–32
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation a657dfce-d940-406d-bdcf-af2031ba1295 · outbound
LoViF 2026 The First Challenge on Holistic Quality Assessment for 4D World Model (PhyScore) Video generation models as world simulators
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 5c23ec44-ba5e-4e51-99d8-e4164eeed2ad · outbound
LoViF 2026 The First Challenge on Holistic Quality Assessment for 4D World Model (PhyScore) FlexWorld: Progressively Expanding 3D Scenes for Flexiable-View Synthesis
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 0384ea89-7575-4f6f-be6b-a2e4d7acfa1e · outbound
LoViF 2026 The First Challenge on Holistic Quality Assessment for 4D World Model (PhyScore) LoViF 2026 challenge on real-world all-in-one im- age restoration: Methods and results
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 57cc15ac-dc17-4304-b27c-0cb0de5aba47 · outbound
LoViF 2026 The First Challenge on Holistic Quality Assessment for 4D World Model (PhyScore) Nearest neighbor pattern clas- sification.IEEE Transactions on Information Theory, 13(1): 21–27
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 26831ef3-b48d-4a4d-a3f0-690987475a10 · outbound
LoViF 2026 The First Challenge on Holistic Quality Assessment for 4D World Model (PhyScore) Worldscore: A unified evaluation benchmark for world generation
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 4c2836ee-4f9a-4ebf-b128-5a554ac5d632 · outbound
LoViF 2026 The First Challenge on Holistic Quality Assessment for 4D World Model (PhyScore) Friedman
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 17b00cb7-f5ee-4622-ae29-d0d20a9d43d4 · outbound
LoViF 2026 The First Challenge on Holistic Quality Assessment for 4D World Model (PhyScore) Ex- tremely randomized trees.Machine Learning, 63(1):3–42
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation b7c90a59-049b-455d-948d-ebc59d1d6de3 · outbound
LoViF 2026 The First Challenge on Holistic Quality Assessment for 4D World Model (PhyScore) Diffusion as shader: 3d-aware video diffusion for ver- satile video generation control
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 92e7501c-300d-4965-9db5-2b62c97d1749 · outbound
LoViF 2026 The First Challenge on Holistic Quality Assessment for 4D World Model (PhyScore) Internvqa: Advancing compressed video quality assessment with distilling large foundation model
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation a451e2e7-8f62-4efe-99ca-e17b12413534 · outbound
LoViF 2026 The First Challenge on Holistic Quality Assessment for 4D World Model (PhyScore) Huynh-Thu, Q
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation c8d40490-b54b-459f-bcf7-5e6d355129a3 · outbound
LoViF 2026 The First Challenge on Holistic Quality Assessment for 4D World Model (PhyScore) Clipscore: A reference-free evaluation met- ric for image captioning
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation c494e4ca-e071-41c9-9229-868e48a59da2 · outbound
LoViF 2026 The First Challenge on Holistic Quality Assessment for 4D World Model (PhyScore) Hoerl and Robert W
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation eae58fe3-36d8-4114-b0cd-1176d3ba56b3 · outbound
LoViF 2026 The First Challenge on Holistic Quality Assessment for 4D World Model (PhyScore) EX-4D: EXtreme Viewpoint 4D Video Synthesis via Depth Watertight Mesh
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 06adec05-102a-4b00-aa6c-0ca2e878a746 · outbound
LoViF 2026 The First Challenge on Holistic Quality Assessment for 4D World Model (PhyScore) Vbench: Comprehensive bench- mark suite for video generative models
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 98c26625-d10c-422a-995f-83e210dbf6a4 · outbound
LoViF 2026 The First Challenge on Holistic Quality Assessment for 4D World Model (PhyScore) Subjective video quality assessment methods for multimedia applications
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation bd9b7eef-33c3-4117-9f3b-b12d2c27d37a · outbound
LoViF 2026 The First Challenge on Holistic Quality Assessment for 4D World Model (PhyScore) HunyuanVideo: A Systematic Framework For Large Video Generative Models
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation d8afbb1e-3e1f-4e76-a7e8-2b334e43d486 · outbound
LoViF 2026 The First Challenge on Holistic Quality Assessment for 4D World Model (PhyScore) LoViF 2026 the first challenge on human- oriented semantic image quality assessment: Methods and results
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation a9cb3fc3-4d37-45cf-996f-0ea0fb842093 · outbound
LoViF 2026 The First Challenge on Holistic Quality Assessment for 4D World Model (PhyScore) Aigc- vqa: A holistic perception metric for aigc video quality assessment
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 6a4d6354-508e-4a09-8288-2ffad805a711 · outbound
LoViF 2026 The First Challenge on Holistic Quality Assessment for 4D World Model (PhyScore) Kvq: Kwai video quality assessment for short-form videos
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 2d46f6db-0c25-4cc6-bc7d-dd0f773c024c · outbound
LoViF 2026 The First Challenge on Holistic Quality Assessment for 4D World Model (PhyScore) 4dworldbench: A comprehensive evaluation framework for 3d/4d world generation models
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 084d26b0-5134-47a0-8f13-a4b8805ed135 · outbound
LoViF 2026 The First Challenge on Holistic Quality Assessment for 4D World Model (PhyScore) Towards world simulator: Crafting physical commonsense- based benchmark for video generation
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation ad9baa65-9595-442b-9946-78d8d4ae94a6 · outbound
LoViF 2026 The First Challenge on Holistic Quality Assessment for 4D World Model (PhyScore) LoViF 2026 the first challenge on weather removal in videos
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 896afd75-88e0-42cd-891d-51c5cca9fff9 · outbound
LoViF 2026 The First Challenge on Holistic Quality Assessment for 4D World Model (PhyScore) UI-TARS: Pioneering Automated GUI Interaction with Native Agents
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 51f2767c-fd5f-426d-9555-ddd6e021e7c0 · outbound
LoViF 2026 The First Challenge on Holistic Quality Assessment for 4D World Model (PhyScore) Learning transferable visual models from natural language supervi- sion
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 04acfe6d-994b-49b5-a208-fce231e31d1c · outbound
LoViF 2026 The First Challenge on Holistic Quality Assessment for 4D World Model (PhyScore) Worldarena: A unified benchmark for evaluating perception and functional utility of embodied world models
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 643b46fd-a7fb-487c-892a-a29249b89ff7 · outbound
LoViF 2026 The First Challenge on Holistic Quality Assessment for 4D World Model (PhyScore) Kling: A powerful world model for video generation
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 6bcde318-897e-4397-a625-9d49d956b91c · outbound
LoViF 2026 The First Challenge on Holistic Quality Assessment for 4D World Model (PhyScore) InternVideo: General Video Foundation Models via Generative and Discriminative Learning
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 0712e60e-9ef1-4f95-8c1b-22550236479e · outbound
LoViF 2026 The First Challenge on Holistic Quality Assessment for 4D World Model (PhyScore) Motionctrl: A unified and flexible motion controller for video generation
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 0e321901-04a9-4de5-9928-e5e4eba15ec4 · outbound
LoViF 2026 The First Challenge on Holistic Quality Assessment for 4D World Model (PhyScore) Fast- vqa: Efficient end-to-end video quality assessment with frag- ment sampling
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 89092a33-ccc3-49f4-a13c-9cc08236b745 · outbound
LoViF 2026 The First Challenge on Holistic Quality Assessment for 4D World Model (PhyScore) Exploring video quality assessment on user generated contents from aesthetic and technical perspectives
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 0ce49e4a-01dc-4784-93f6-27f1da027470 · outbound
LoViF 2026 The First Challenge on Holistic Quality Assessment for 4D World Model (PhyScore) CogVideoX: Text-to-Video Diffusion Models with An Expert Transformer
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 85509c85-2a5c-49d0-b542-919ce0622bba · outbound
LoViF 2026 The First Challenge on Holistic Quality Assessment for 4D World Model (PhyScore) Wonderjourney: Going from anywhere to everywhere
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation a068f227-681c-4c6e-b90c-e6b7357ddac1 · outbound
LoViF 2026 The First Challenge on Holistic Quality Assessment for 4D World Model (PhyScore) Tra- jectorycrafter: Redirecting camera trajectory for monocu- lar videos via diffusion models
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation ff4a13ea-c456-4568-a2f8-16dd4808f4c1 · outbound
LoViF 2026 The First Challenge on Holistic Quality Assessment for 4D World Model (PhyScore) Viewcrafter: Taming video diffusion models for high-fidelity novel view synthesis.IEEE Trans- actions on Pattern Analysis and Machine Intelligence
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 44d7c344-3e21-4c94-8813-52759bb11410 · outbound
LoViF 2026 The First Challenge on Holistic Quality Assessment for 4D World Model (PhyScore) The 1st LoViF challenge on efficient vlm for multimodal cre- ative quality scoring: Methods and results
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 4fea5bad-996d-4afc-9e5a-d0eaf272daa1 · outbound
LoViF 2026 The First Challenge on Holistic Quality Assessment for 4D World Model (PhyScore) Q-bench-video: Benchmark the video qual- ity understanding of lmms
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 55cf2d17-ecea-42c2-87e0-bc1ba46a9e32 · outbound
LoViF 2026 The First Challenge on Holistic Quality Assessment for 4D World Model (PhyScore) Swift: a scalable lightweight infrastructure for fine-tuning
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation e726c2a2-2b93-4152-b367-6d2966d3c0bf · outbound
LoViF 2026 The First Challenge on Holistic Quality Assessment for 4D World Model (PhyScore) VBench-2.0: Advancing Video Generation Benchmark Suite for Intrinsic Faithfulness
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 4cc1d618-7b7c-45f4-99a2-6e153051efa7 · outbound
LoViF 2026 The First Challenge on Holistic Quality Assessment for 4D World Model (PhyScore) CamI2V: Camera-Controlled Image-to-Video Diffusion Model
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation f35fbf33-3285-450b-a4b8-3e0dd4e5d592 · outbound
LoViF 2026 The First Challenge on Holistic Quality Assessment for 4D World Model (PhyScore) InternVL3: Exploring Advanced Training and Test-Time Recipes for Open-Source Multimodal Models
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
No inbound Pith citation observations are available.