Pith. sign in

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 2026-08-07T06:34:17.273281+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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T21:53:24.696671Z digest=sha256:ff138b134edc557072e68412d69985f024fd92392df302e6f5e2ea6db023b831

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T21:53:24.748990Z digest=sha256:eb85f74e7d080d8b65d73f31345cd27d5cc2e7244dc6f757022452d1815a74e3

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T21:53:24.843376Z digest=sha256:7e6596ae27cd92eca41c6380a2cce30aa059b2013b99145310770782698ae410

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T21:53:24.933087Z digest=sha256:5956cef05d2d43c4ed328c809e476df1685f10962a1a35e9f0edb3894ae34797

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

Resolution
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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T21:53:25.037044Z digest=sha256:43a012fc0dc53292f69c469051154505c470a891ab361bcfbd32cd776994137c

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T21:53:25.114034Z digest=sha256:f0866b657bafce90cd1d953d8c8ccf425f662bea03d0d3f1b2b2dffad18182da

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

Resolution
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:a3bb4647593c03fb830406eef7b8a56332dec11f695aa85bb9c184f926fdf873

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=sha256:3a5ef554cce8cdf12b7b4fa49907d7880a4ff843f612ec05f1947b24475b406f

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

Resolution
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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T21:53:25.463068Z digest=sha256:609b75960b757015e50929fc4d9f7ea9c202be9c6b3c6f5ced037bfe13a6f314

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T21:53:25.536302Z digest=sha256:5d94b1e0956348e4e3cdffd8c7efa23741d6f58edcf6a4e97b9a27f2e32d4f4c

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

Resolution
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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T21:53:25.613542Z digest=sha256:29c7a9177f17d4d737bcdffdbbff2add6b0d98292079dc72503c2979c896ba95

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

Resolution
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=sha256:8a8cbe8528530732110fec5cc2809bcea5d87b81ab46549d37c16d205b644a60

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T21:53:25.801302Z digest=sha256:9ed864b89dbc27bc0ad2030e5ef50480dd172d0da59049cacac3bb339c812971

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

Resolution
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:cb44b36783bd1bccd0e0e487ff266367c9778cc02a6e4d6860a8f7b8538e0dc8

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T21:53:26.042194Z digest=sha256:01ee40d5c520d2b110e9f28818be388f38d340885e5238bc514cbc642a2db525

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T21:53:26.157382Z digest=sha256:630adf81cd33cb088e6f2474a9136dcc2144b3829d30179c685004af5ed89d2b

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T21:53:26.305732Z digest=sha256:d55725bfa1ef35a2c7853d00c3644906f4d68cd571ce32ca4d3337194fb138dd

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T21:53:26.446459Z digest=sha256:45fd2b63f9fd9d060b8a437718f66fd878f101cfbf0ff2940ed24d5905cd5566

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T21:53:26.558312Z digest=sha256:3888289d6e22df09e260a1d6e0d040ed3b8da9207994d7799359cb6b08c3db38

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T21:53:26.661978Z digest=sha256:05821c688e43e2a42f6d375c098d8cca7128200d29b1de6ccd2bd740d6d3979d

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T21:53:26.752419Z digest=sha256:5ec3625e6b6767785bdd46289f0e84084874f07266b5c89db7b212ab92cbee57

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=sha256:9633aa1f5d801d7840490805ae965cc5ced0a1117f658ee392231923c1f044e3

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=sha256:73d1c31a8f072d0706a744fb4f6225cc11807746ba8fb5c4773b2a49e147631f

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T21:53:26.967038Z digest=sha256:904d6b34a747e85ee88d3d482e21cfdf54917c6842ca8b7f9c66c39570f422b1

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T21:53:27.037976Z digest=sha256:ef38870d545ecefbd4e6d7d4e785fa09d322b20952a0a007db26a78a4b7df5b2

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T21:53:27.163491Z digest=sha256:7b433dc21bc3003b7069fadf01c77683e8d31a3ac31c87589b5144bffa5c7828

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T21:53:27.273191Z digest=sha256:464c0aa48ae4f4745ca613f3384e18cd960915c33ca429e3241c677b5513cf8e

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

Resolution
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=sha256:391de683d55b2919ebcaebb590880070c57ead9524a83a60702d861cfe37f700

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

Resolution
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=sha256:23aa16e5e1d84aba80ac7d1a3e3618cfd93929abeab16a0a78dfe0ea5ac0261e

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

Resolution
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=sha256:59a333b86eec90f763365e6e574d29918f66db9f7e762fdcdf7cf5f64c529424

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:fa84b3e479463271c2ff0d00105e817de9f5b1274461bbc2f438dacddb4e05d3

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T21:53:27.638938Z digest=sha256:75026cb371003584920dad4c1e26d094ef6b1906bc2bc9a4c009408f29e20fac

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T21:53:27.748140Z digest=sha256:c6c60b15b10324d053fed9c93f5056b1de17c8f6e828024d0a0b25fa572dacdd

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T21:53:27.834649Z digest=sha256:4e2b6b600ef39110cf34f6c262e5c3cb15dc71f15f0cace93da524428b2b2169

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T21:53:27.896222Z digest=sha256:5d8d30edcb5ef72efde4be9f511ee8766c7464bfbb4e9b814ded8491377f88d5

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T21:53:27.953523Z digest=sha256:8f76a24688814da6ee4d6758194911a5e2e25851d56a4ad62e21c08c680e645b

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T21:53:28.021390Z digest=sha256:7afbb839099e4b283d337f644fbbc2dc39ebc0859fa15d33d8088f6fb30244c9

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T21:53:28.082435Z digest=sha256:e70cab7bb1cf7b19d1b8024181aeb5dc250fa2a149bbc9e948a1434fbf7bbd38

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=sha256:0901c47ba827656f9a95058c49bf1ee03b9f204caf9ce976b76159401b9a13a8

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T21:53:28.232010Z digest=sha256:f31c470f68930be0f1db87d3388a8ca81793a67fbad7185a13bd9c2bad4e068b

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T21:53:28.358515Z digest=sha256:e15479ba6dd6f982bb4cd3356976872905b150c16b3b1739bb77d90bc9e6ed67

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T21:53:28.432981Z digest=sha256:ac5bb54c5e81b9184d649f327732e31c2e38cc780552c57a5200ce1e6a7cd64a

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:f6c46e6cdcb3f1c68b02753a7d60957e433ace863570ddbd21bf8bf2a2fe8ba7

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T21:53:28.566371Z digest=sha256:3a53238d14e5d2b3089098956e4227ead54a595bcffe8f5fefc0e8705589f025

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:a8442f97413384ded129e6aa043a6dc351e626198e1ac7c2a3da835832d46ff1

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T21:53:28.711970Z digest=sha256:088074ac06987b737090e35b2b2c47d6a2d74f838c4f01d6f0650e6c2d871782

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T21:53:28.776191Z digest=sha256:95f4119b8610c9a4851c04e81641942561cb100d5555baa27061c9cf21e0e648

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T21:53:28.929105Z digest=sha256:8954f7aaa5c3214b659e4beb202126a2e1fab36982e85f86f8aebdcbf9a52aa6

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T21:53:29.010218Z digest=sha256:1075f68014e89939d1c11684bf985144ee07143b6e0c68fff8baf7ac4392dc4a

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T21:53:29.066222Z digest=sha256:ed5e64898d00ea47cbf385c940486ece8ac2ab483f99d9116029871c80af214c

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:a35bdbb7feb75e8695c3def0151b5867c074f5fdf7e3b67b3f5d29b198d38309

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T21:53:29.195966Z digest=sha256:a6702022e22aa981c8e8fcfe31d83c29c5fff4793b76471358671ab58198db86

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T21:53:29.280602Z digest=sha256:78a60bb2dcf0e928aca761ae7ee6891791fcebb20b4c6e574de26703d7a4ccd1

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=sha256:0c8f3e69259998cb5219680442e234d4b5f27359db377613665957ad7bdb7589

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T21:53:29.523580Z digest=sha256:ab998e5c23897962e534f065a6964efc2d93ee4ed14ab56da6b3e623567f7c2f

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T21:53:29.589967Z digest=sha256:804a90834c664a760d7fca090145fc88ed7ef559ad83bf40304ea8420d9eb75e

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T21:53:29.639340Z digest=sha256:e48a206f42e31f2baa4252dff7f78987742bf3f638339826bf572b2b2637b9d4

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T21:53:29.695222Z digest=sha256:f6f2d1281ed6e7194bfa1bead8df19702a370c7b2e106a0a1de2b769b7979fb2

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T21:53:29.747015Z digest=sha256:bca3d691bc3c2f53d131fa7dd1cf08a78d962f70686e3a82b0dc1e8dcec9aefe

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T21:53:29.808895Z digest=sha256:0008d9d69f7a1cdc8afe84744518654f90e0cd147be1695e8776f0bbeace8185

Pith citing papers

No inbound Pith citation observations are available.