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Paper Citation Record · LEDGER

3DGSI-Assessor: A Large-Scale Dataset and An LMM-based Method for 3D Gaussian Splatting Image Quality Assessment

As of 7 August 2026, this Paper Citation Record lists 60 of 60 outbound references and 0 inbound Pith citation observations for arXiv:2608.03279.

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

pith.paper-citation-record.v1
2608.03279 v1

Coverage vector

measured 60 of 60 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T21:53:29.808895Z

measured 60 of 60 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

60 of 60 outbound references displayed

  • verified exact1
  • verified fuzzy44
  • unresolved15
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 35466476-0d7b-45a8-b4c0-245b0fbbe19a · outbound

This paper cites Nerf: representing scenes as neural radiance fields for view synthesis,.

3DGSI-Assessor: A Large-Scale Dataset and An LMM-based Method for 3D Gaussian Splatting Image Quality Assessment Nerf: representing scenes as neural radiance fields for view synthesis,

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:53:38.112665Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-05T21:53:24.696671Z digest=sha256:661e306675819f3350517ba1dd11a0e036d220c48aa452408fa922db14e91d0e

Observation b628a72e-eb7a-4be9-b2db-cc4eaa6f83f2 · outbound

This paper cites 3d gaussian splatting for real-time radiance field rendering,.

3DGSI-Assessor: A Large-Scale Dataset and An LMM-based Method for 3D Gaussian Splatting Image Quality Assessment 3d gaussian splatting for real-time radiance field rendering,

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:53:37.886941Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

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Observation a430e85f-24a8-499a-86ad-d382bbbe5bab · outbound

This paper cites Scaffold-gs: Structured 3d gaussians for view-adaptive rendering,.

3DGSI-Assessor: A Large-Scale Dataset and An LMM-based Method for 3D Gaussian Splatting Image Quality Assessment Scaffold-gs: Structured 3d gaussians for view-adaptive rendering,

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:53:37.677912Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

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Observation 2eb12c8d-a50e-4ee5-8b6f-1ea5ac07f850 · outbound

This paper cites Hac: Hash-grid assisted context for 3d gaussian splatting compression,.

3DGSI-Assessor: A Large-Scale Dataset and An LMM-based Method for 3D Gaussian Splatting Image Quality Assessment Hac: Hash-grid assisted context for 3d gaussian splatting compression,

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:53:37.413433Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-05T21:53:24.933087Z digest=sha256:b80a2cda42941b07043a0206e6dbebea498249b94ba9b58b4e0d0826056adb61

Observation 8e17b040-6cd3-4313-9d32-150a919a0e6b · outbound

This paper cites Lightgaussian: Unbounded 3d gaussian compression with 15x reduction and 200+ fps,.

3DGSI-Assessor: A Large-Scale Dataset and An LMM-based Method for 3D Gaussian Splatting Image Quality Assessment Lightgaussian: Unbounded 3d gaussian compression with 15x reduction and 200+ fps,

Reference 5

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verified fuzzy
raw_fallback, observed 2026-08-05T21:53:37.200072Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-05T21:53:25.037044Z digest=sha256:b744e8aa80e99e09c8dd25c18fc0fff7f1081edf5127c22a4e8d412e888897e7

Observation c8339afc-c00f-4f2b-863d-a15262ea6dbb · outbound

This paper cites Compgs: Smaller and faster gaussian splatting with vector quantization,.

3DGSI-Assessor: A Large-Scale Dataset and An LMM-based Method for 3D Gaussian Splatting Image Quality Assessment Compgs: Smaller and faster gaussian splatting with vector quantization,

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:53:36.955291Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-05T21:53:25.114034Z digest=sha256:cf8a6465d8ffae4c0995350367b6e33570d64411662f59a61cd716aa44419f67

Observation d10b0e4e-984f-4286-aeff-dcde41765103 · outbound

This paper cites Compressed 3d gaussian splatting for accelerated novel view synthesis,.

3DGSI-Assessor: A Large-Scale Dataset and An LMM-based Method for 3D Gaussian Splatting Image Quality Assessment Compressed 3d gaussian splatting for accelerated novel view synthesis,

Reference 7

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unresolved
no resolver link, observed 2026-08-05T21:53:25.192445Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T21:53:25.192445Z digest=sha256:3a4d1df5924770c79c76eb1c332826847a4af17b95bd077ced741a0519942eba

Observation 07485910-9592-495f-adb2-e7292c31a1f5 · outbound

This paper cites Compact 3D Gaussian Splatting for Static and Dynamic Radiance Fields.

3DGSI-Assessor: A Large-Scale Dataset and An LMM-based Method for 3D Gaussian Splatting Image Quality Assessment Compact 3D Gaussian Splatting for Static and Dynamic Radiance Fields

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-05T21:53:25.370939Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T21:53:25.370939Z digest=sha256:dc37ecab8da43703543be3a52f35ff8754f556fa91e3880128105157034b8e4a

Observation 2aee2fbb-fd25-420b-9f1e-0064939c58ad · outbound

This paper cites Eagles: Efficient accelerated 3d gaussians with lightweight encodings,.

3DGSI-Assessor: A Large-Scale Dataset and An LMM-based Method for 3D Gaussian Splatting Image Quality Assessment Eagles: Efficient accelerated 3d gaussians with lightweight encodings,

Reference 9

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verified fuzzy
raw_fallback, observed 2026-08-05T21:53:36.656401Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-05T21:53:25.463068Z digest=sha256:0e477234a7c67cfb33029da1c3a31cf78a3c6400ff7de62cd98e22e169f63bf5

Observation d8f117b7-dfed-4941-902d-a520deb88034 · outbound

This paper cites V olseggs: Segmentation and tracking in dynamic volumetric scenes via deformable 3d gaussians,.

3DGSI-Assessor: A Large-Scale Dataset and An LMM-based Method for 3D Gaussian Splatting Image Quality Assessment V olseggs: Segmentation and tracking in dynamic volumetric scenes via deformable 3d gaussians,

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:53:36.389028Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-05T21:53:25.536302Z digest=sha256:e5dc09432ba945a559678e258375e83c8ae6a7bdcf6d6fcf817c4c24bbc494dc

Observation 90584f9e-8b37-45da-b042-0d01f7eb21a2 · outbound

This paper cites Explicit-nerf-qa: A quality assessment database for explicit nerf model compression,.

3DGSI-Assessor: A Large-Scale Dataset and An LMM-based Method for 3D Gaussian Splatting Image Quality Assessment Explicit-nerf-qa: A quality assessment database for explicit nerf model compression,

Reference 11

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verified fuzzy
raw_fallback, observed 2026-08-05T21:53:36.222441Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-05T21:53:25.613542Z digest=sha256:35139fde1adaaff4de99d277ec0bdf27710ce1e5344cf605f673463d6cae5b1c

Observation f8a847f2-ef89-4713-8e4f-a29a409ab459 · outbound

This paper cites Nvs-sqa: Exploring self-supervised quality representation learning for neurally synthesized scenes without references,.

3DGSI-Assessor: A Large-Scale Dataset and An LMM-based Method for 3D Gaussian Splatting Image Quality Assessment Nvs-sqa: Exploring self-supervised quality representation learning for neurally synthesized scenes without references,

Reference 12

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unresolved
no resolver link, observed 2026-08-05T21:53:25.708513Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T21:53:25.708513Z digest=sha256:92d9468a4c77b8adbe5fb03a1ca9070a11653d219013149dcfb6392e3d2ef6e0

Observation e2d8cee1-2c59-4a08-98d6-0824a413b6cd · outbound

This paper cites 3DGS-VBench: A Comprehensive Video Quality Evaluation Benchmark for 3DGS Compression.

3DGSI-Assessor: A Large-Scale Dataset and An LMM-based Method for 3D Gaussian Splatting Image Quality Assessment 3DGS-VBench: A Comprehensive Video Quality Evaluation Benchmark for 3DGS Compression

Reference 13

Resolution
verified exact
local_arxiv, observed 2026-08-05T21:53:30.082521Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-05T21:53:25.801302Z digest=sha256:b4c7f7644857375857e60ed3ac85147968f0269ad0775fa881203d067e6a9816

Observation 18dcfd5c-df3f-46cb-8e35-87823dc146f9 · outbound

This paper cites Quantifying and alleviating co-adaptation in sparse-view 3d gaussian splatting,.

3DGSI-Assessor: A Large-Scale Dataset and An LMM-based Method for 3D Gaussian Splatting Image Quality Assessment Quantifying and alleviating co-adaptation in sparse-view 3d gaussian splatting,

Reference 14

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unresolved
no resolver link, observed 2026-08-05T21:53:25.915415Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T21:53:25.915415Z digest=sha256:5ce939ec2108c28f7aa32780c19cda4a60f8382a86c4cbccdccd8433601ff8e4

Observation d09ce029-f348-4617-b0fa-9326588b3cd4 · outbound

This paper cites Image quality assessment: from error visibility to structural similarity,.

3DGSI-Assessor: A Large-Scale Dataset and An LMM-based Method for 3D Gaussian Splatting Image Quality Assessment Image quality assessment: from error visibility to structural similarity,

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:53:36.082707Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-05T21:53:26.042194Z digest=sha256:98068433b9eb13095f4edfff2416b5b77b41d853b95875ffedfee70f9e9d1099

Observation c0e55225-5781-4a05-a51c-f337257eff89 · outbound

This paper cites 3dgs-ieval-15k: a large-scale image quality evaluation database for 3d gaussian-splatting,.

3DGSI-Assessor: A Large-Scale Dataset and An LMM-based Method for 3D Gaussian Splatting Image Quality Assessment 3dgs-ieval-15k: a large-scale image quality evaluation database for 3d gaussian-splatting,

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:53:35.953395Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-05T21:53:26.157382Z digest=sha256:4fdce51edd6f7315d5e4bd9a1901593e730de909085d5ee62526faa60f4201c8

Observation 2864864e-4133-4fe8-a87e-a203edf23d5e · outbound

This paper cites Nerf view synthesis: Subjective quality assessment and objective metrics evaluation,.

3DGSI-Assessor: A Large-Scale Dataset and An LMM-based Method for 3D Gaussian Splatting Image Quality Assessment Nerf view synthesis: Subjective quality assessment and objective metrics evaluation,

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:53:35.736013Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-05T21:53:26.305732Z digest=sha256:7ffd0358f7de34fdb65cad11e6ddb648a802b3341af5203ae6a90e9bf80cffb4

Observation ad4c2906-ee46-4b94-ab14-a937374d2724 · outbound

This paper cites A benchmark for gaussian splatting compression and quality assessment study,.

3DGSI-Assessor: A Large-Scale Dataset and An LMM-based Method for 3D Gaussian Splatting Image Quality Assessment A benchmark for gaussian splatting compression and quality assessment study,

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:53:35.485918Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-05T21:53:26.446459Z digest=sha256:8d462dddadd5ff3839fb42048aeb5dbdfebef907414344131fa44cb10e4fea82

Observation 5ccdfee9-a0ff-4fcd-a77d-e66cffd211ad · outbound

This paper cites Nerf-qa: Neural radiance fields quality assessment database,.

3DGSI-Assessor: A Large-Scale Dataset and An LMM-based Method for 3D Gaussian Splatting Image Quality Assessment Nerf-qa: Neural radiance fields quality assessment database,

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:53:35.322582Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-05T21:53:26.558312Z digest=sha256:48ac26577c1bf746812690d77c12236f9d2ba0ab2a9d30315248bdcb879dd07f

Observation 1353eb0f-0206-4170-b54a-598b85b6a122 · outbound

This paper cites Perceptual quality assessment of nerf and neural view synthesis methods for front-facing views,.

3DGSI-Assessor: A Large-Scale Dataset and An LMM-based Method for 3D Gaussian Splatting Image Quality Assessment Perceptual quality assessment of nerf and neural view synthesis methods for front-facing views,

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:53:35.097546Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-05T21:53:26.661978Z digest=sha256:5d38ae61c8bdee148afe48d9143c4dad163a939c2dc8ed8c17875a91846e2b85

Observation db3d38e2-94b2-4099-a64b-09e23e5e057b · outbound

This paper cites Gs-qa: Comprehensive quality assessment benchmark for gaussian splatting view synthesis,.

3DGSI-Assessor: A Large-Scale Dataset and An LMM-based Method for 3D Gaussian Splatting Image Quality Assessment Gs-qa: Comprehensive quality assessment benchmark for gaussian splatting view synthesis,

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:53:34.883948Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-05T21:53:26.752419Z digest=sha256:0fff11325711bebd502530d31fab0702fca962ae8835a54e33f8e3e69e665fae

Observation a3449ef1-9006-4460-aeee-635390a6adf9 · outbound

This paper cites Evaluating Human Perception of Novel View Synthesis: Subjective Quality Assessment of Gaussian Splatting and NeRF in Dynamic Scenes.

3DGSI-Assessor: A Large-Scale Dataset and An LMM-based Method for 3D Gaussian Splatting Image Quality Assessment Evaluating Human Perception of Novel View Synthesis: Subjective Quality Assessment of Gaussian Splatting and NeRF in Dynamic Scenes

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-05T21:53:26.813701Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T21:53:26.813701Z digest=sha256:b89e83b7c4cad873130db3357b0ac178e9afd32ed9b49d665319e2e3675d41ce

Observation ab48e6a7-7d8e-439a-9fc2-8f8dc8abde3b · outbound

This paper cites Expanding Performance Boundaries of Open-Source Multimodal Models with Model, Data, and Test-Time Scaling.

3DGSI-Assessor: A Large-Scale Dataset and An LMM-based Method for 3D Gaussian Splatting Image Quality Assessment Expanding Performance Boundaries of Open-Source Multimodal Models with Model, Data, and Test-Time Scaling

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-05T21:53:26.882009Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T21:53:26.882009Z digest=sha256:81d3cf00e04bd0f378b56f3967433e410ca0ee450a754f730c1a94eab4ff083a

Observation f7345a14-f969-49eb-aa2a-06ace95593e4 · outbound

This paper cites Lora: Low-rank adaptation of large language models.

3DGSI-Assessor: A Large-Scale Dataset and An LMM-based Method for 3D Gaussian Splatting Image Quality Assessment Lora: Low-rank adaptation of large language models

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:53:34.627980Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-05T21:53:26.967038Z digest=sha256:ba7da303583879403db05b0f2e08e0882ddda7ccd1ed1e822c0146f3599fdc95

Observation 75fb0575-b4e4-4623-9f18-eed94db7b0bd · outbound

This paper cites Visual instruction tuning,.

3DGSI-Assessor: A Large-Scale Dataset and An LMM-based Method for 3D Gaussian Splatting Image Quality Assessment Visual instruction tuning,

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:53:34.386299Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-05T21:53:27.037976Z digest=sha256:8f91dfbea80ec7a2003793869f04984d5c7957fdd569e5b03b85455b756d3def

Observation 9a285f95-73f2-4100-a1a8-9ea2f5ea8ba0 · outbound

This paper cites The unreasonable effectiveness of deep features as a perceptual metric,.

3DGSI-Assessor: A Large-Scale Dataset and An LMM-based Method for 3D Gaussian Splatting Image Quality Assessment The unreasonable effectiveness of deep features as a perceptual metric,

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:53:34.171207Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-05T21:53:27.163491Z digest=sha256:e5d2fe42a623f8c62163053ef6c945bf08cc410190a77d3d08f89d2d58cefd21

Observation 3068dd23-eb5c-4585-9c67-2499dacff904 · outbound

This paper cites Improved baselines with visual instruction tuning,.

3DGSI-Assessor: A Large-Scale Dataset and An LMM-based Method for 3D Gaussian Splatting Image Quality Assessment Improved baselines with visual instruction tuning,

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:53:34.006073Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-05T21:53:27.273191Z digest=sha256:8ec7eaa219b8eef9a272fa71fa48d97b5fab7567880935067abf60cf88df5291

Observation 220acfad-2ea3-417d-8225-494db588a405 · outbound

This paper cites LLaVA-OneVision: Easy Visual Task Transfer.

3DGSI-Assessor: A Large-Scale Dataset and An LMM-based Method for 3D Gaussian Splatting Image Quality Assessment LLaVA-OneVision: Easy Visual Task Transfer

Reference 28

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unresolved
no resolver link, observed 2026-08-05T21:53:27.361803Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T21:53:27.361803Z digest=sha256:30b6a8fd9953ce2d30b47e69a7fe96ac89e51af0e22a7145439b53f17b02dd2d

Observation 6ac06c2a-c082-4904-a5ac-1fbcd888ba59 · outbound

This paper cites LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models.

3DGSI-Assessor: A Large-Scale Dataset and An LMM-based Method for 3D Gaussian Splatting Image Quality Assessment LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models

Reference 29

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unresolved
no resolver link, observed 2026-08-05T21:53:27.440144Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T21:53:27.440144Z digest=sha256:bddb69ab1409aa4df563cbd33529ce72dcb547ab7b024fd9ebf86506b4e49ea6

Observation 054e063e-cafd-4ed6-b06c-2c5ff873cafd · outbound

This paper cites DeepSeek-VL: Towards Real-World Vision-Language Understanding.

3DGSI-Assessor: A Large-Scale Dataset and An LMM-based Method for 3D Gaussian Splatting Image Quality Assessment DeepSeek-VL: Towards Real-World Vision-Language Understanding

Reference 30

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unresolved
no resolver link, observed 2026-08-05T21:53:27.505689Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T21:53:27.505689Z digest=sha256:ff62499db019855caef428837890e426c76cb82c8b5b4cb543abd3875e191dfc

Observation 9ea1ae87-eaa1-4a0e-bcef-ca7f5e492589 · outbound

This paper cites Qwen2.5-VL Technical Report.

3DGSI-Assessor: A Large-Scale Dataset and An LMM-based Method for 3D Gaussian Splatting Image Quality Assessment Qwen2.5-VL Technical Report

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-05T21:53:27.575019Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T21:53:27.575019Z digest=sha256:28050001bebfbb251dc7c34d7c29bce829b0ad1bccc1c43b53aa2d2f51d73fc0

Observation 56f260d8-d787-4cd3-a1f8-0115811051cf · outbound

This paper cites Learning generalized spatial-temporal deep feature representation for no-reference video quality assessment,.

3DGSI-Assessor: A Large-Scale Dataset and An LMM-based Method for 3D Gaussian Splatting Image Quality Assessment Learning generalized spatial-temporal deep feature representation for no-reference video quality assessment,

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:53:33.887526Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-05T21:53:27.638938Z digest=sha256:fd081031c0021b8126b2e101c1193a57ffd04f3342911d32ecc9c8af23610984

Observation fd3975f2-6486-4d28-8667-361b451b0649 · outbound

This paper cites Blind image quality assessment using a deep bilinear convolutional neural network,.

3DGSI-Assessor: A Large-Scale Dataset and An LMM-based Method for 3D Gaussian Splatting Image Quality Assessment Blind image quality assessment using a deep bilinear convolutional neural network,

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:53:33.723359Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-05T21:53:27.748140Z digest=sha256:554870b8b9b618eb968e5fb8693723f5c27c421e137ad1c47bef33146e0f5fbd

Observation 3a2d210b-efe6-4415-8480-216e6b78eaeb · outbound

This paper cites Blindly assess image quality in the wild guided by a self-adaptive hyper network,.

3DGSI-Assessor: A Large-Scale Dataset and An LMM-based Method for 3D Gaussian Splatting Image Quality Assessment Blindly assess image quality in the wild guided by a self-adaptive hyper network,

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:53:33.531545Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-05T21:53:27.834649Z digest=sha256:c55045a8a66f6ed690094b7343a84cfc5be8443ab926d863acff73c3e256b86c

Observation aec1fbab-da03-471a-8d0d-6876914b7d20 · outbound

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

3DGSI-Assessor: A Large-Scale Dataset and An LMM-based Method for 3D Gaussian Splatting Image Quality Assessment Musiq: Multi- scale image quality transformer,

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:53:33.300504Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-05T21:53:27.896222Z digest=sha256:251bc2d53d74548c479c27f00c362c686417f1b42ce5b75cb48497df88f4b00e

Observation 3f621a5b-bd2a-45ae-a97a-5aef5e305df3 · outbound

This paper cites Pqa-net: Deep no reference point cloud quality assessment via multi- view projection,.

3DGSI-Assessor: A Large-Scale Dataset and An LMM-based Method for 3D Gaussian Splatting Image Quality Assessment Pqa-net: Deep no reference point cloud quality assessment via multi- view projection,

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:53:33.147970Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-05T21:53:27.953523Z digest=sha256:3c979912f910a9ce473c5f1960b4c317130536bca1e2ea3e25e824d7a6e8dc59

Observation 631f900c-e98e-4cab-a4d0-7debc541def0 · outbound

This paper cites Nerf-nqa: No-reference quality assessment for scenes generated by nerf and neural view synthesis methods,.

3DGSI-Assessor: A Large-Scale Dataset and An LMM-based Method for 3D Gaussian Splatting Image Quality Assessment Nerf-nqa: No-reference quality assessment for scenes generated by nerf and neural view synthesis methods,

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:53:32.939135Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-05T21:53:28.021390Z digest=sha256:c43df35af39a432d4bb7dbba7d9f310a42c7e8cada9956970899c798433ea426

Observation 8f8c16dd-48af-49b6-8da1-08e27f07c74a · outbound

This paper cites Mip-nerf 360: Unbounded anti-aliased neural radiance fields,.

3DGSI-Assessor: A Large-Scale Dataset and An LMM-based Method for 3D Gaussian Splatting Image Quality Assessment Mip-nerf 360: Unbounded anti-aliased neural radiance fields,

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:53:32.812880Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-05T21:53:28.082435Z digest=sha256:593e78ae0c4af7ae9ca656f57a1e092d0da7bdd69f85d500029544b5f15580bf

Observation e2819b86-3f32-40b2-ab12-0bfca5e01a24 · outbound

This paper cites Tanks and temples: Benchmarking large-scale scene reconstruction,.

3DGSI-Assessor: A Large-Scale Dataset and An LMM-based Method for 3D Gaussian Splatting Image Quality Assessment Tanks and temples: Benchmarking large-scale scene reconstruction,

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-05T21:53:28.143392Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T21:53:28.143392Z digest=sha256:654d798ef3234fc0a69628f2fc90006d228340513945854d2d389b5167d77689

Observation 15f7c4f7-2ea1-4698-9a4b-77986ab7a27b · outbound

This paper cites Deep blending for free-viewpoint image-based rendering,.

3DGSI-Assessor: A Large-Scale Dataset and An LMM-based Method for 3D Gaussian Splatting Image Quality Assessment Deep blending for free-viewpoint image-based rendering,

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:53:32.637448Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-05T21:53:28.232010Z digest=sha256:95d5a52a54c619bdb4df6ec79c95fbfcf8cbdb64a0dc80721b160e2f9bb7aa67

Observation 4d735f70-6b85-402b-b284-415512479fa4 · outbound

This paper cites Subjective video quality assessment methods for multimedia applications,.

3DGSI-Assessor: A Large-Scale Dataset and An LMM-based Method for 3D Gaussian Splatting Image Quality Assessment Subjective video quality assessment methods for multimedia applications,

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:53:32.438912Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-05T21:53:28.358515Z digest=sha256:033cf8845140bf599fe6edb694adf48b06c82c291f339c2f15ed2c6f9765c2a6

Observation 1d68e7b4-002a-4472-9bd8-de2dc133fd53 · outbound

This paper cites 500-14, methodologies for the subjective assessment of the quality of television images,.

3DGSI-Assessor: A Large-Scale Dataset and An LMM-based Method for 3D Gaussian Splatting Image Quality Assessment 500-14, methodologies for the subjective assessment of the quality of television images,

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:53:32.276529Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-05T21:53:28.432981Z digest=sha256:ffa5bab9a93650143a23d47f03616f69a3851cc987600d9e94df563c0b66ebd2

Observation 8d750bd7-b950-4950-abbf-760f60140f90 · outbound

This paper cites Deep residual learning for image recognition,.

3DGSI-Assessor: A Large-Scale Dataset and An LMM-based Method for 3D Gaussian Splatting Image Quality Assessment Deep residual learning for image recognition,

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-05T21:53:28.494330Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T21:53:28.494330Z digest=sha256:2080cacfe9cfeb4b39341f1a3430db74b0f67c2e0b0423e8d9f47d261f472379

Observation aa46ac57-b32b-420b-9aff-19105883e493 · outbound

This paper cites Methodology for the subjective assessment of the quality of television pictures,.

3DGSI-Assessor: A Large-Scale Dataset and An LMM-based Method for 3D Gaussian Splatting Image Quality Assessment Methodology for the subjective assessment of the quality of television pictures,

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:53:32.113429Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-05T21:53:28.566371Z digest=sha256:f711fd7fd03d169950450fccce37aace82fb3b367961111cfe19f1f18f6ed378

Observation 1b565f1b-5fcc-4fb1-994b-660ec2257f9f · outbound

This paper cites Multiscale structural similarity for image quality assessment,.

3DGSI-Assessor: A Large-Scale Dataset and An LMM-based Method for 3D Gaussian Splatting Image Quality Assessment Multiscale structural similarity for image quality assessment,

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-05T21:53:28.644642Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T21:53:28.644642Z digest=sha256:59fbdd15c9984d49a176527c12a38fe60562aafa7edbbbcef329830e73b3632f

Observation 565c1352-6402-4a17-84cb-4b92985e4df8 · outbound

This paper cites Information content weighting for perceptual image quality assessment,.

3DGSI-Assessor: A Large-Scale Dataset and An LMM-based Method for 3D Gaussian Splatting Image Quality Assessment Information content weighting for perceptual image quality assessment,

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:53:31.981501Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-05T21:53:28.711970Z digest=sha256:5460e287ca0d23105851f9ba6f447c10141c5c877b7f3f107ec3754b9314f10b

Observation 644aaf95-2837-41a2-91c1-0283b767e38d · outbound

This paper cites Image information and visual quality,.

3DGSI-Assessor: A Large-Scale Dataset and An LMM-based Method for 3D Gaussian Splatting Image Quality Assessment Image information and visual quality,

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:53:31.845654Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-05T21:53:28.776191Z digest=sha256:1f8db5c67079e02e8f644aac5ede0f32e3a36275743789318e615841d7fb5924

Observation d25bb710-918c-41ed-8a5a-e9b00c58a276 · outbound

This paper cites Fsim: A feature similarity index for image quality assessment,.

3DGSI-Assessor: A Large-Scale Dataset and An LMM-based Method for 3D Gaussian Splatting Image Quality Assessment Fsim: A feature similarity index for image quality assessment,

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:53:31.698164Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-05T21:53:28.929105Z digest=sha256:9596b418e8f133837e4d0af1b218d2119a74b9adf084edb1b5508ff43b26a8c9

Observation 17c19a81-c818-4e6c-941e-d3de4a75db6d · outbound

This paper cites No-reference image quality assessment in the spatial domain,.

3DGSI-Assessor: A Large-Scale Dataset and An LMM-based Method for 3D Gaussian Splatting Image Quality Assessment No-reference image quality assessment in the spatial domain,

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:53:31.544713Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-05T21:53:29.010218Z digest=sha256:c8fa507850a2d9355480fcafc54fd2c1bd6cb52ece3b92d1008d6e4e416c23ab

Observation 09c1a414-54d9-4de2-9577-39f768f6d8ef · outbound

This paper cites Image quality assessment: Unifying structure and texture similarity,.

3DGSI-Assessor: A Large-Scale Dataset and An LMM-based Method for 3D Gaussian Splatting Image Quality Assessment Image quality assessment: Unifying structure and texture similarity,

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:53:31.401710Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-05T21:53:29.066222Z digest=sha256:cc191250f179df031d4c288840772ac3596b9f0807f4673b0af46f2ef7e2db4e

Observation 13d78038-614a-4f76-b6ee-4e875293a278 · outbound

This paper cites mPLUG-Owl3: Towards Long Image-Sequence Understanding in Multi-Modal Large Language Models.

3DGSI-Assessor: A Large-Scale Dataset and An LMM-based Method for 3D Gaussian Splatting Image Quality Assessment mPLUG-Owl3: Towards Long Image-Sequence Understanding in Multi-Modal Large Language Models

Reference 51

Resolution
unresolved
no resolver link, observed 2026-08-05T21:53:29.121248Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T21:53:29.121248Z digest=sha256:3a6f16937c2148c90a0e8b6158a9c3cd4fbb9b665db58b6661e2b7e95fe66336

Observation 7696d186-47be-438c-b40f-da4773a9d2bb · outbound

This paper cites Exploring clip for assessing the look and feel of images,.

3DGSI-Assessor: A Large-Scale Dataset and An LMM-based Method for 3D Gaussian Splatting Image Quality Assessment Exploring clip for assessing the look and feel of images,

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:53:31.272408Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-05T21:53:29.195966Z digest=sha256:6b777c6cfb7382f1f82bfb87b8ef341121d8fabf1b65069d30228337b56cee94

Observation 83d94a09-b4d3-4913-8eef-46e4270d57dc · outbound

This paper cites Cogagent: A visual language model for gui agents,.

3DGSI-Assessor: A Large-Scale Dataset and An LMM-based Method for 3D Gaussian Splatting Image Quality Assessment Cogagent: A visual language model for gui agents,

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:53:31.152094Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-05T21:53:29.280602Z digest=sha256:dc6295d7d8dbf9ccbb30a04f3d8cd1f9488cce20056f39435da144b360d9f611

Observation 4a1aa6c9-bc38-4300-b810-807649818330 · outbound

This paper cites Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context.

3DGSI-Assessor: A Large-Scale Dataset and An LMM-based Method for 3D Gaussian Splatting Image Quality Assessment Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context

Reference 54

Resolution
unresolved
no resolver link, observed 2026-08-05T21:53:29.452860Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T21:53:29.452860Z digest=sha256:074978cea42f715280249eebe37019556a73dfe077447161f8553d22f0a45ea6

Observation 6f76a5bc-abab-42f7-867f-b721b0574720 · outbound

This paper cites Q-align: Teaching lmms for visual scoring via discrete text-defined levels,.

3DGSI-Assessor: A Large-Scale Dataset and An LMM-based Method for 3D Gaussian Splatting Image Quality Assessment Q-align: Teaching lmms for visual scoring via discrete text-defined levels,

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:53:31.028718Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-05T21:53:29.523580Z digest=sha256:77d3c1da412980c0888df4eda6cb11033c8efc758bed2ca1a928a2adc388ae77

Observation fb9cc588-a3de-4aea-ae06-7ea29a8d82d2 · outbound

This paper cites LLaMA 3.2: Revolutionizing Edge AI and Vision with Open, Customizable Models,.

3DGSI-Assessor: A Large-Scale Dataset and An LMM-based Method for 3D Gaussian Splatting Image Quality Assessment LLaMA 3.2: Revolutionizing Edge AI and Vision with Open, Customizable Models,

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:53:30.915949Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-05T21:53:29.589967Z digest=sha256:36811cab23061bc2d72872f13038fcb501ba30e5252f78d021c4aaedb0c3d5c9

Observation 8bbafe23-6d4e-49c7-a52f-b8a33bf881b6 · outbound

This paper cites No-reference im- age quality assessment via transformers, relative ranking, and self- consistency,.

3DGSI-Assessor: A Large-Scale Dataset and An LMM-based Method for 3D Gaussian Splatting Image Quality Assessment No-reference im- age quality assessment via transformers, relative ranking, and self- consistency,

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:53:30.756800Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-05T21:53:29.639340Z digest=sha256:3ed3bead117209524a6657a77f5622e9cdc6a54250f62c73ab1285c548a2d324

Observation 657805a9-a207-49b8-bcb2-53b9e666c187 · outbound

This paper cites Maniqa: Multi-dimension attention network for no-reference image quality assessment,.

3DGSI-Assessor: A Large-Scale Dataset and An LMM-based Method for 3D Gaussian Splatting Image Quality Assessment Maniqa: Multi-dimension attention network for no-reference image quality assessment,

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:53:30.618461Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-05T21:53:29.695222Z digest=sha256:a3bd4add7d43e2febc90ccb55342eb1fe38037c7d99224d7a5244fb89d689667

Observation e6cfc42d-0c7d-4780-8e9e-8c22d853272f · outbound

This paper cites Blind quality assessment for in-the- wild images via hierarchical feature fusion and iterative mixed database training,.

3DGSI-Assessor: A Large-Scale Dataset and An LMM-based Method for 3D Gaussian Splatting Image Quality Assessment Blind quality assessment for in-the- wild images via hierarchical feature fusion and iterative mixed database training,

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:53:30.408419Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-05T21:53:29.747015Z digest=sha256:f6dc8e61371f167c429e1977bfe5b6e15f02098ab2cc8c99c9015eecfafa5440

Observation 84cf4ab1-0ff8-435a-9180-c74485faeb4a · outbound

This paper cites Blind image quality assessment via vision-language correspondence: A multitask learning perspective,.

3DGSI-Assessor: A Large-Scale Dataset and An LMM-based Method for 3D Gaussian Splatting Image Quality Assessment Blind image quality assessment via vision-language correspondence: A multitask learning perspective,

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T21:53:30.293195Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-05T21:53:29.808895Z digest=sha256:a7e4d7c6f3319947d9f42a03ff9af3a9c1a1cb2ec4615777656fc7240bad6273

Pith citing papers

No inbound Pith citation observations are available.