Paper Citation Record · LEDGER

EfficientIML: Efficient High-Resolution Image Manipulation Localization

As of 9 August 2026, this Paper Citation Record lists 38 of 38 outbound references and 1 inbound Pith citation observation for arXiv:2509.08583.

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

pith.paper-citation-record.v1
2509.08583 v1

Coverage vector

measured 38 of 38 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-04T20:28:36.009671Z

measured 39 of 39 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T20:28:31.789998Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

38 of 38 outbound references displayed

verified exact0
verified fuzzy0
unresolved36
parse uncertain0
malformed identifier2
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 0ee2f545-124c-4f9e-90b5-6fc1d0b04677 · outbound

This paper cites EfficientIML: Efficient High-Resolution Image Manipulation Localization.

EfficientIML: Efficient High-Resolution Image Manipulation Localization EfficientIML: Efficient High-Resolution Image Manipulation Localization

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-04T20:28:31.789998Z

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Unavailable: canonical work link unavailable.

Observation c9b41059-df83-4077-84c3-0a39a6030ded · outbound

This paper cites an unresolved cited work.

EfficientIML: Efficient High-Resolution Image Manipulation Localization Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-04T20:28:31.939119Z

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Unavailable: canonical work link unavailable.

Observation 16065e00-b68c-4070-bbd7-9d5f93df6d7b · outbound

This paper cites an unresolved cited work.

EfficientIML: Efficient High-Resolution Image Manipulation Localization Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-04T20:28:32.116755Z

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Unavailable: canonical work link unavailable.

Observation 01379385-0309-4823-9762-314d22251f19 · outbound

This paper cites Our construction pipeline is a modified version based on the Inpaint Anything framework[15] and the source images are selected from the SAM9K dataset[16].

EfficientIML: Efficient High-Resolution Image Manipulation Localization Our construction pipeline is a modified version based on the Inpaint Anything framework[15] and the source images are selected from the SAM9K dataset[16]

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-04T20:28:32.231266Z

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Observation 0dccd32a-a11c-4cb3-984b-7956c7dde78d · outbound

This paper cites 3) by integrating an optimized EfficientRWKV backbone with a customized multi-scale prediction scheme.

EfficientIML: Efficient High-Resolution Image Manipulation Localization 3) by integrating an optimized EfficientRWKV backbone with a customized multi-scale prediction scheme

Reference 5

Resolution: malformed identifier; no resolver link, observed 2026-08-04T20:28:32.294669Z

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Observation 9196f552-23f9-4837-94ff-c334b38d15d2 · outbound

This paper cites an unresolved cited work.

EfficientIML: Efficient High-Resolution Image Manipulation Localization Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-04T20:28:32.365642Z

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Unavailable: canonical work link unavailable.

Observation 54049824-fe71-490e-80d1-0f00d8dd5740 · outbound

This paper cites an unresolved cited work.

EfficientIML: Efficient High-Resolution Image Manipulation Localization Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-04T20:28:32.455006Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 039a6aaf-1e7d-404d-b0fb-e514156dd117 · outbound

This paper cites Evaluation Criteria.We evaluate all models using four met- rics: Pixel-F1 score, Area Under the ROC Curve (AUC), In- tersection over Union (IoU), and Pixel-Accuracy.

EfficientIML: Efficient High-Resolution Image Manipulation Localization Evaluation Criteria.We evaluate all models using four met- rics: Pixel-F1 score, Area Under the ROC Curve (AUC), In- tersection over Union (IoU), and Pixel-Accuracy

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-04T20:28:32.541028Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b0ff44d3-8f98-42cd-ad3c-e47691f86fef · outbound

This paper cites Ex- tensive experiments on SIF and standard benchmarks demon- strate that our method achieves state-of-the-art localization performance and runtime efficiency.

EfficientIML: Efficient High-Resolution Image Manipulation Localization Ex- tensive experiments on SIF and standard benchmarks demon- strate that our method achieves state-of-the-art localization performance and runtime efficiency

Reference 9

Resolution: malformed identifier; no resolver link, observed 2026-08-04T20:28:32.624421Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 08184ccc-106f-4813-a7ae-54743f9253c8 · outbound

This paper cites High-resolution image synthesis with latent diffu- sion models,.

EfficientIML: Efficient High-Resolution Image Manipulation Localization High-resolution image synthesis with latent diffu- sion models,

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-04T20:28:32.740657Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9f9acaa2-6f71-417a-a673-9dd2547711e6 · outbound

This paper cites CASIA image tampering de- tection evaluation database,.

EfficientIML: Efficient High-Resolution Image Manipulation Localization CASIA image tampering de- tection evaluation database,

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-04T20:28:32.795633Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d2696339-30da-4260-90a4-bca348278298 · outbound

This paper cites Hybrid image-retrieval method for image-splicing validation,.

EfficientIML: Efficient High-Resolution Image Manipulation Localization Hybrid image-retrieval method for image-splicing validation,

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-04T20:28:32.856305Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5df49288-cfc5-4cfc-a62d-cdaa97a7fb99 · outbound

This paper cites Detecting image splicing using geome- try invariants and camera characteristics consistency,.

EfficientIML: Efficient High-Resolution Image Manipulation Localization Detecting image splicing using geome- try invariants and camera characteristics consistency,

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-04T20:28:32.901177Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 609a8c42-1aa9-40e4-905f-5d6926399b0a · outbound

This paper cites Mfc datasets: Large-scale benchmark datasets for media forensic challenge evaluation,.

EfficientIML: Efficient High-Resolution Image Manipulation Localization Mfc datasets: Large-scale benchmark datasets for media forensic challenge evaluation,

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-04T20:28:32.962015Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation faa6f700-a8f8-4c18-af1d-9de8f4ed7632 · outbound

This paper cites DEFACTO: image and face manipulation dataset,.

EfficientIML: Efficient High-Resolution Image Manipulation Localization DEFACTO: image and face manipulation dataset,

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-04T20:28:33.028291Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 692ca193-48f4-4263-85cb-e1e72fa1622e · outbound

This paper cites Coverage – a novel database for copy-move forgery detection,.

EfficientIML: Efficient High-Resolution Image Manipulation Localization Coverage – a novel database for copy-move forgery detection,

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-04T20:28:33.107468Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 75e4dca5-3996-4ff4-a3a3-c7b6bb45f77d · outbound

This paper cites Imd2020: A large-scale annotated dataset tailored for detecting manipulated im- ages,.

EfficientIML: Efficient High-Resolution Image Manipulation Localization Imd2020: A large-scale annotated dataset tailored for detecting manipulated im- ages,

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-04T20:28:33.170909Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1f6e9b51-623f-445a-b719-50b2bb1f2f17 · outbound

This paper cites A new bench- mark and model for challenging image manipulation detection,.

EfficientIML: Efficient High-Resolution Image Manipulation Localization A new bench- mark and model for challenging image manipulation detection,

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-04T20:28:33.312530Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 08edf2e6-1b20-47a5-94d6-9c280c5e5e28 · outbound

This paper cites A Semantically Im- pactful Image Manipulation Dataset: Characterizing Image Manipula- tions Using Semantic Significance ,.

EfficientIML: Efficient High-Resolution Image Manipulation Localization A Semantically Im- pactful Image Manipulation Dataset: Characterizing Image Manipula- tions Using Semantic Significance ,

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-04T20:28:33.442996Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3487f3bd-ee70-46dd-8327-eef5bb28c619 · outbound

This paper cites Iml-vit: Benchmarking image manipulation localization by vision transformer,.

EfficientIML: Efficient High-Resolution Image Manipulation Localization Iml-vit: Benchmarking image manipulation localization by vision transformer,

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-04T20:28:33.567653Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 51694a48-7cd1-446e-8991-b10aae677167 · outbound

This paper cites Mvss-net: Multi-view multi-scale supervised networks for image ma- nipulation detection,.

EfficientIML: Efficient High-Resolution Image Manipulation Localization Mvss-net: Multi-view multi-scale supervised networks for image ma- nipulation detection,

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-04T20:28:33.693290Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e464fb5a-85c3-4784-bc97-11c2c5a8fce4 · outbound

This paper cites Shvit: Single-head vision trans- former with memory efficient macro design,.

EfficientIML: Efficient High-Resolution Image Manipulation Localization Shvit: Single-head vision trans- former with memory efficient macro design,

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-04T20:28:33.802646Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d8e9218c-62e5-48f2-a344-ae43812ed5d3 · outbound

This paper cites Vision-RWKV: Efficient and Scalable Visual Perception with RWKV-Like Architectures.

EfficientIML: Efficient High-Resolution Image Manipulation Localization Vision-RWKV: Efficient and Scalable Visual Perception with RWKV-Like Architectures

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-04T20:28:33.881655Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8eec8815-3a5b-478a-b2a9-a44f6e7e12ce · outbound

This paper cites Inpaint Anything: Segment Anything Meets Image Inpainting.

EfficientIML: Efficient High-Resolution Image Manipulation Localization Inpaint Anything: Segment Anything Meets Image Inpainting

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-04T20:28:34.002336Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 37a0c1f3-99ba-4f08-8993-6129f82eb6e5 · outbound

This paper cites Sharegpt4v: Improving large multi-modal models with better captions,.

EfficientIML: Efficient High-Resolution Image Manipulation Localization Sharegpt4v: Improving large multi-modal models with better captions,

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-04T20:28:34.151218Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 24af8ba5-ed49-4387-b350-b2135c3a72dc · outbound

This paper cites Hierarchical open-vocabulary universal image segmentation,.

EfficientIML: Efficient High-Resolution Image Manipulation Localization Hierarchical open-vocabulary universal image segmentation,

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-04T20:28:34.355848Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1a80bcb1-df65-4438-a1bf-d3e4a83fa8ba · outbound

This paper cites Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond.

EfficientIML: Efficient High-Resolution Image Manipulation Localization Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-04T20:28:34.502401Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7542760b-f068-4d65-bbcd-916eae9a1bb8 · outbound

This paper cites Pscc-net: Progressive spatio-channel correlation network for image manipulation detection and localization,.

EfficientIML: Efficient High-Resolution Image Manipulation Localization Pscc-net: Progressive spatio-channel correlation network for image manipulation detection and localization,

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-04T20:28:34.546506Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f42ef13e-492f-4f66-964c-f166be3ec59c · outbound

This paper cites Tresnet: High performance gpu- dedicated architecture,.

EfficientIML: Efficient High-Resolution Image Manipulation Localization Tresnet: High performance gpu- dedicated architecture,

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-04T20:28:34.665023Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b32196de-b039-4821-8262-df467c86d80d · outbound

This paper cites Training data-efficient im- age transformers & distillation through attention,.

EfficientIML: Efficient High-Resolution Image Manipulation Localization Training data-efficient im- age transformers & distillation through attention,

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-04T20:28:34.754889Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5bc93c40-c7cb-4083-9d44-dfe8e39ff956 · outbound

This paper cites Decoupled weight decay regular- ization,.

EfficientIML: Efficient High-Resolution Image Manipulation Localization Decoupled weight decay regular- ization,

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-04T20:28:34.920088Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9ea7e0e9-ac72-457d-80a5-04184d5dad7e · outbound

This paper cites Sgdr: Stochastic gradient descent with warm restarts,.

EfficientIML: Efficient High-Resolution Image Manipulation Localization Sgdr: Stochastic gradient descent with warm restarts,

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-04T20:28:35.069514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 57ab7902-59f2-4692-bd93-695de7f40ed1 · outbound

This paper cites Emerging properties in self-supervised vision transformers,.

EfficientIML: Efficient High-Resolution Image Manipulation Localization Emerging properties in self-supervised vision transformers,

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-04T20:28:35.218451Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3524cfd8-9bc5-453a-8ec1-56fcfcb94fea · outbound

This paper cites Imdl- benco: A comprehensive benchmark and codebase for image manipu- lation detection & localization,.

EfficientIML: Efficient High-Resolution Image Manipulation Localization Imdl- benco: A comprehensive benchmark and codebase for image manipu- lation detection & localization,

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-04T20:28:35.392973Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation feb177de-fa02-4740-8aca-b13005e0d0c0 · outbound

This paper cites Cnn-generated images are surprisingly easy to spot...for now,.

EfficientIML: Efficient High-Resolution Image Manipulation Localization Cnn-generated images are surprisingly easy to spot...for now,

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-04T20:28:35.491245Z

Source-reported events for the cited work

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Observation 71c7c8ae-5403-4bbb-ac5c-a31bfe6b11dc · outbound

This paper cites Mantra-net: Manipulation tracing network for detection and localization of image forgeries with anomalous features,.

EfficientIML: Efficient High-Resolution Image Manipulation Localization Mantra-net: Manipulation tracing network for detection and localization of image forgeries with anomalous features,

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-04T20:28:35.638473Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 182176e1-a5ae-47e8-b98b-66843068c39b · outbound

This paper cites Omni-iml: Towards unified image manipulation localization,.

EfficientIML: Efficient High-Resolution Image Manipulation Localization Omni-iml: Towards unified image manipulation localization,

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-04T20:28:35.839523Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6f159ada-cd0a-4e3b-b3b2-6c4eb5ced345 · outbound

This paper cites Evo-vit: Slow-fast token evolution for dynamic vision transformer,.

EfficientIML: Efficient High-Resolution Image Manipulation Localization Evo-vit: Slow-fast token evolution for dynamic vision transformer,

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-04T20:28:36.009671Z

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Unavailable: canonical work link unavailable.

Pith citing papers

Observation 0ee2f545-124c-4f9e-90b5-6fc1d0b04677 · inbound