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Paper Citation Record · LEDGER

HumanEdit: A High-Quality Human-Rewarded Dataset for Instruction-based Image Editing

As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 17 inbound Pith citation observations for arXiv:2412.04280.

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

pith.paper-citation-record.v1
2412.04280 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 17 of 17 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 17 of 17 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T15:02:22.287337Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T13:49:51.425939Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation ff2e4b9d-fa71-45c5-8b8f-a9bb8e12c8f9 · inbound

Step1X-Edit: A Practical Framework for General Image Editing cites this paper.

Step1X-Edit: A Practical Framework for General Image Editing HumanEdit: A High-Quality Human-Rewarded Dataset for Instruction-based Image Editing

Reference 2

Resolution
verified exact
arxiv_id, observed 2026-05-11T14:36:41.679129Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-11T14:36:41.467429Z digest=sha256:db9f0894a5bd9e6924215b25574762e5c894a356bf35c9701dd638e76ff2bf41

Observation b4500748-b52d-48c1-ae2e-3614d3ebb53c · inbound

Emerging Properties in Unified Multimodal Pretraining cites this paper.

Emerging Properties in Unified Multimodal Pretraining HumanEdit: A High-Quality Human-Rewarded Dataset for Instruction-based Image Editing

Reference 3

Resolution
verified exact
arxiv_id, observed 2026-05-10T16:23:42.206624Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-10T16:23:41.854132Z digest=sha256:b3e2351076c5b17b467c218dca889c0371f8636618bb617a21035aa7d83cdd58

Observation de9177e2-8e00-4251-96df-85816571f97e · inbound

KRIS-Bench: Benchmarking Next-Level Intelligent Image Editing Models cites this paper.

KRIS-Bench: Benchmarking Next-Level Intelligent Image Editing Models HumanEdit: A High-Quality Human-Rewarded Dataset for Instruction-based Image Editing

Reference 58

Resolution
unresolved
no resolver link, observed 2026-08-07T15:02:22.287337Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:02:22.287337Z digest=sha256:1c4c6ca1a1c43d1b62770dda84bc1556c4134bae3c5edd554d18e4c00fb48cc2

Observation b7120a10-424e-4cfe-933d-dfd0fcc3d0a2 · inbound

Slot-MLLM: Object-Centric Visual Tokenization for Multimodal LLM cites this paper.

Slot-MLLM: Object-Centric Visual Tokenization for Multimodal LLM HumanEdit: A High-Quality Human-Rewarded Dataset for Instruction-based Image Editing

Reference 4

Resolution
verified exact
arxiv_id, observed 2026-05-22T02:10:56.153020Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-22T02:06:35.204166Z digest=sha256:e468d10b56490c4a5a569bbe72e9d5b670c2e11135d4029eda8f76dce1dc54e5

Observation f7b4572f-e89d-450a-bb12-a64c87fed13e · inbound

MIND-Edit: MLLM Insight-Driven Editing via Language-Vision Projection cites this paper.

MIND-Edit: MLLM Insight-Driven Editing via Language-Vision Projection HumanEdit: A High-Quality Human-Rewarded Dataset for Instruction-based Image Editing

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-07T14:23:05.407350Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:23:05.407350Z digest=sha256:b4afb03fe047ebf67d18f9e5617044f7211c83097b2d6e2cc6ec07ca57427cd3

Observation 17795f22-46b5-4c60-a436-9ed64e01408d · inbound

ImgEdit: A Unified Image Editing Dataset and Benchmark cites this paper.

ImgEdit: A Unified Image Editing Dataset and Benchmark HumanEdit: A High-Quality Human-Rewarded Dataset for Instruction-based Image Editing

Reference 3

Resolution
verified exact
arxiv_id, observed 2026-05-12T18:17:45.448329Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-12T18:17:45.123690Z digest=sha256:ccbde2c2332869ed7139d384d297e6bc8bf1967cf26f869faccb6531459ea0b0

Observation 3a048f84-747f-4159-85fa-b26e53ff10fd · inbound

Track Any Anomalous Object: A Granular Video Anomaly Detection Pipeline cites this paper.

Track Any Anomalous Object: A Granular Video Anomaly Detection Pipeline HumanEdit: A High-Quality Human-Rewarded Dataset for Instruction-based Image Editing

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-07T10:29:04.034900Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:29:04.034900Z digest=sha256:b78d3f2dd1f4bd909b8a7eebd102dee868a0e75538ef413866d53b51a9e4dcd0

Observation 563b08d2-4c5c-4b20-9999-b5bf47c3283d · inbound

ComplexBench-Edit: Benchmarking Complex Instruction-Driven Image Editing via Compositional Dependencies cites this paper.

ComplexBench-Edit: Benchmarking Complex Instruction-Driven Image Editing via Compositional Dependencies HumanEdit: A High-Quality Human-Rewarded Dataset for Instruction-based Image Editing

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-07T00:40:18.993517Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T00:40:18.993517Z digest=sha256:d9b975cf481877d7015aca0c3b4d3a854fe86694727ffd6fb8a8a83ba008658a

Observation d2c5c62a-7251-44c0-9762-6a22740ef9bf · inbound

Reasoning to Edit: Hypothetical Instruction-Based Image Editing with Visual Reasoning cites this paper.

Reasoning to Edit: Hypothetical Instruction-Based Image Editing with Visual Reasoning HumanEdit: A High-Quality Human-Rewarded Dataset for Instruction-based Image Editing

Reference 2

Resolution
verified exact
arxiv_id, observed 2026-05-19T05:52:08.019889Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-19T05:47:19.552825Z digest=sha256:db333de26e2d2fafb78e9d49a387638747d86d6bd3582ed33a3987aab649761e

Observation 9beb34b8-0eb9-4f58-9fab-d639d5823999 · inbound

Trade-offs in Image Generation: How Do Different Dimensions Interact? cites this paper.

Trade-offs in Image Generation: How Do Different Dimensions Interact? HumanEdit: A High-Quality Human-Rewarded Dataset for Instruction-based Image Editing

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-06T12:08:01.642827Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T12:08:01.642827Z digest=sha256:0b13f47e4cab7928a3dff4004fe57ebb228d4b683d871a58cc893af7044787d7

Observation 3c77074f-a62d-4241-ad3b-60d46aa71d6f · inbound

SRUM: Fine-Grained Self-Rewarding for Unified Multimodal Models cites this paper.

SRUM: Fine-Grained Self-Rewarding for Unified Multimodal Models HumanEdit: A High-Quality Human-Rewarded Dataset for Instruction-based Image Editing

Reference 2023

Resolution
unresolved
no resolver link, observed 2026-08-04T09:54:23.900864Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T09:54:23.900864Z digest=sha256:d8d8d4dfb6d7f8553d046d289eb43218d81ce324866ada123b4f5ca89679b50f

Observation 1a025703-6ba1-4578-87bd-be16a5a7384f · inbound

HiFi-Inpaint: Towards High-Fidelity Reference-Based Inpainting for Generating Detail-Preserving Human-Product Images cites this paper.

HiFi-Inpaint: Towards High-Fidelity Reference-Based Inpainting for Generating Detail-Preserving Human-Product Images HumanEdit: A High-Quality Human-Rewarded Dataset for Instruction-based Image Editing

Reference 3

Resolution
verified exact
arxiv_id, observed 2026-05-15T17:26:21.967791Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-15T17:26:02.023978Z digest=sha256:0e003a27e14a45f8075892ee8bf72a47bfa0d0265767f3353e69932148b39ee9

Observation c1f35b70-d328-4a75-aea2-6a9581d0c04a · inbound

Edit-GRPO: A Locality-Preserving Policy Optimization Framework for Image Editing cites this paper.

Edit-GRPO: A Locality-Preserving Policy Optimization Framework for Image Editing HumanEdit: A High-Quality Human-Rewarded Dataset for Instruction-based Image Editing

Reference 1

Resolution
verified exact
arxiv_id, observed 2026-05-19T20:47:45.934719Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-05-19T20:44:54.356658Z digest=sha256:6caaf6eb39d8c6de4c82d239d3b479b3ba8f6e65f1567b866909d9f4739787cd

Observation 919426c2-721f-41eb-a780-0250eba4bb6f · inbound

ARM: An AutoRegressive Large Multimodal Model with Unified Discrete Representations cites this paper.

ARM: An AutoRegressive Large Multimodal Model with Unified Discrete Representations HumanEdit: A High-Quality Human-Rewarded Dataset for Instruction-based Image Editing

Reference 3

Resolution
verified exact
arxiv_id, observed 2026-07-03T04:57:38.734576Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-06-27T13:29:11.526106Z digest=sha256:3c53fab5a82a9aa4a1e5532961e4cd1534968009ea13dd586a8e8b3efad9b609

Observation 2ebfd60c-77d3-4c9e-b5e1-0455d08ae175 · inbound

DanceOPD: On-Policy Generative Field Distillation cites this paper.

DanceOPD: On-Policy Generative Field Distillation HumanEdit: A High-Quality Human-Rewarded Dataset for Instruction-based Image Editing

Reference 5

Resolution
verified exact
arxiv_id, observed 2026-07-04T13:49:51.427602Z

Source-reported events for the cited work

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

source=pdf_text observed=2026-06-26T04:55:42.018348Z digest=sha256:93f1aecee83c991e113d5a4cfd37e1bd39cf182a546f95f7b01d7802d08567bf

Observation 1b928b80-2308-4413-9176-3af62c61616b · inbound

DanceOPD: On-Policy Generative Field Distillation cites this paper.

DanceOPD: On-Policy Generative Field Distillation HumanEdit: A High-Quality Human-Rewarded Dataset for Instruction-based Image Editing

Reference 5

Resolution
unresolved
no resolver link, observed 2026-07-12T11:44:54.717393Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T11:44:54.717393Z digest=sha256:45c99088c9c70943c8a4d6c42741c8579958765a300037e4b5009af6d154216b

Observation d43510cf-d478-4028-94b7-09c39cc5c156 · inbound

AInimation: Animating from Prompt to AI-Generated Responses cites this paper.

AInimation: Animating from Prompt to AI-Generated Responses HumanEdit: A High-Quality Human-Rewarded Dataset for Instruction-based Image Editing

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-01T15:14:39.234112Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T15:14:39.234112Z digest=sha256:cfb516fae96e31acf9f445949f9f1ed774d78c900812027e1453a6016c82fa56