Paper Citation Record · LEDGER

DreamBench++: A Human-Aligned Benchmark for Personalized Image Generation

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 28 inbound Pith citation observations for arXiv:2406.16855.

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

pith.paper-citation-record.v1
2406.16855 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 28 of 28 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 28 of 28 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-08T21:12:23.253951Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T21:08:57.517878Z

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 12f8b749-040f-43c5-8b53-40e58d7eadc2 · inbound

T2I-FactualBench: Benchmarking the Factuality of Text-to-Image Models with Knowledge-Intensive Concepts cites this paper.

T2I-FactualBench: Benchmarking the Factuality of Text-to-Image Models with Knowledge-Intensive Concepts DreamBench++: A Human-Aligned Benchmark for Personalized Image Generation

Reference 39

Resolution: verified exact; arxiv_id, observed 2026-05-23T08:02:43.364774Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 457b4fcb-ca81-41da-8165-cc62a7987b4b · inbound

Survey on AI-Generated Media Detection: From Non-MLLM to MLLM cites this paper.

Survey on AI-Generated Media Detection: From Non-MLLM to MLLM DreamBench++: A Human-Aligned Benchmark for Personalized Image Generation

Reference 195

Resolution: unresolved; no resolver link, observed 2026-08-08T21:12:23.253951Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 774753ec-f91e-4c9c-a525-2acc165eaf77 · inbound

I Think, Therefore I Diffuse: Enabling Multimodal In-Context Reasoning in Diffusion Models cites this paper.

I Think, Therefore I Diffuse: Enabling Multimodal In-Context Reasoning in Diffusion Models DreamBench++: A Human-Aligned Benchmark for Personalized Image Generation

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-08T10:24:41.568747Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation baf26363-2df5-4671-90d6-3c95ed69a624 · inbound

OmniGenBench: A Benchmark for Omnipotent Multimodal Generation across 50+ Tasks cites this paper.

OmniGenBench: A Benchmark for Omnipotent Multimodal Generation across 50+ Tasks DreamBench++: A Human-Aligned Benchmark for Personalized Image Generation

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T14:28:32.994290Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b107bfca-6bd5-4d03-bca3-0983d68e75d2 · inbound

MMIG-Bench: Towards Comprehensive and Explainable Evaluation of Multi-Modal Image Generation Models cites this paper.

MMIG-Bench: Towards Comprehensive and Explainable Evaluation of Multi-Modal Image Generation Models DreamBench++: A Human-Aligned Benchmark for Personalized Image Generation

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-07T14:17:35.573979Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 629342a2-e5a4-4261-bff7-42711df93a9c · inbound

OpenS2V-Nexus: A Detailed Benchmark and Million-Scale Dataset for Subject-to-Video Generation cites this paper.

OpenS2V-Nexus: A Detailed Benchmark and Million-Scale Dataset for Subject-to-Video Generation DreamBench++: A Human-Aligned Benchmark for Personalized Image Generation

Reference 71

Resolution: unresolved; no resolver link, observed 2026-08-07T13:59:33.247451Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2bd20f5a-1caa-4b9d-aadb-9d1016e50280 · inbound

Training Free Stylized Abstraction cites this paper.

Training Free Stylized Abstraction DreamBench++: A Human-Aligned Benchmark for Personalized Image Generation

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-07T13:06:19.836220Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8df4a92e-62f0-43c6-8a50-c021a18f86c8 · inbound

FLUX.1 Kontext: Flow Matching for In-Context Image Generation and Editing in Latent Space cites this paper.

FLUX.1 Kontext: Flow Matching for In-Context Image Generation and Editing in Latent Space DreamBench++: A Human-Aligned Benchmark for Personalized Image Generation

Reference 39

Resolution: verified exact; arxiv_id, observed 2026-05-10T16:36:02.106944Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation c8554331-8089-4797-8ee1-b3731b9d9c15 · inbound

Phantom-Data : Towards a General Subject-Consistent Video Generation Dataset cites this paper.

Phantom-Data : Towards a General Subject-Consistent Video Generation Dataset DreamBench++: A Human-Aligned Benchmark for Personalized Image Generation

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-06T23:20:10.324650Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0d2d6c39-13ef-42ff-a183-6dd98ef6abdc · inbound

DreamVLA: A Vision-Language-Action Model Dreamed with Comprehensive World Knowledge cites this paper.

DreamVLA: A Vision-Language-Action Model Dreamed with Comprehensive World Knowledge DreamBench++: A Human-Aligned Benchmark for Personalized Image Generation

Reference 80

Resolution: verified exact; arxiv_id, observed 2026-05-16T15:42:41.555414Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 0d8a6db9-f5d0-4832-a43f-7c75154afa47 · inbound

Beyond Simple Edits: X-Planner for Complex Instruction-Based Image Editing cites this paper.

Beyond Simple Edits: X-Planner for Complex Instruction-Based Image Editing DreamBench++: A Human-Aligned Benchmark for Personalized Image Generation

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-06T19:32:43.710244Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5d0529ee-bc0f-464f-87d0-895ab8f3d51f · inbound

FreeCus: Free Lunch Subject-driven Customization in Diffusion Transformers cites this paper.

FreeCus: Free Lunch Subject-driven Customization in Diffusion Transformers DreamBench++: A Human-Aligned Benchmark for Personalized Image Generation

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-06T15:42:23.811397Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6857ea33-a08b-46a0-8920-99560faac030 · inbound

HunyuanImage 3.0 Technical Report cites this paper.

HunyuanImage 3.0 Technical Report DreamBench++: A Human-Aligned Benchmark for Personalized Image Generation

Reference 46

Resolution: verified exact; arxiv_id, observed 2026-05-16T02:02:32.888780Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation f2574a20-f447-4621-afc3-737f3a5eb8e3 · inbound

HunyuanImage 3.0 Technical Report cites this paper.

HunyuanImage 3.0 Technical Report DreamBench++: A Human-Aligned Benchmark for Personalized Image Generation

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-04T14:42:14.466636Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 244bcbdf-1cfc-43a9-b1c4-ae1cb2e22c9a · inbound

Omni-Attribute: Open-vocabulary Attribute Encoder for Visual Concept Personalization cites this paper.

Omni-Attribute: Open-vocabulary Attribute Encoder for Visual Concept Personalization DreamBench++: A Human-Aligned Benchmark for Personalized Image Generation

Reference 49

Resolution: verified exact; arxiv_id, observed 2026-05-16T22:53:38.282818Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 746f255f-7824-4389-ad1d-5b9712340ae4 · inbound

Scone: Bridging Composition and Distinction in Subject-Driven Image Generation via Unified Understanding-Generation Modeling cites this paper.

Scone: Bridging Composition and Distinction in Subject-Driven Image Generation via Unified Understanding-Generation Modeling DreamBench++: A Human-Aligned Benchmark for Personalized Image Generation

Reference 25

Resolution: verified exact; arxiv_id, observed 2026-05-16T22:41:19.277778Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 7c36720f-0991-42eb-978b-f8bdb68ae141 · inbound

Scone: Bridging Composition and Distinction in Subject-Driven Image Generation via Unified Understanding-Generation Modeling cites this paper.

Scone: Bridging Composition and Distinction in Subject-Driven Image Generation via Unified Understanding-Generation Modeling DreamBench++: A Human-Aligned Benchmark for Personalized Image Generation

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-03T16:37:05.634761Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 31d04015-e56a-4e56-ae55-227790ec85fe · inbound

ID-Sim: An Identity-Focused Similarity Metric cites this paper.

ID-Sim: An Identity-Focused Similarity Metric DreamBench++: A Human-Aligned Benchmark for Personalized Image Generation

Reference 52

Resolution: verified exact; arxiv_id, observed 2026-05-10T21:55:50.876887Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation e6de04df-cdf7-4de2-bf8a-5f4e2345d248 · inbound

Images in Sentences: Scaling Interleaved Instructions for Unified Visual Generation cites this paper.

Images in Sentences: Scaling Interleaved Instructions for Unified Visual Generation DreamBench++: A Human-Aligned Benchmark for Personalized Image Generation

Reference 27

Resolution: verified exact; arxiv_id, observed 2026-05-13T05:52:22.767075Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation ad3bfb7c-1600-4e99-83f4-370277ad563a · inbound

Personal Visual Memory from Explicit and Implicit Evidence cites this paper.

Personal Visual Memory from Explicit and Implicit Evidence DreamBench++: A Human-Aligned Benchmark for Personalized Image Generation

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-06-29T12:43:25.450536Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation f9217673-d5b6-43d6-b4a0-9dae35866990 · inbound

UniVerse: A Unified Modulation Framework for Segmentation-Free,Disentangled Multi-Concept Personalization cites this paper.

UniVerse: A Unified Modulation Framework for Segmentation-Free,Disentangled Multi-Concept Personalization DreamBench++: A Human-Aligned Benchmark for Personalized Image Generation

Reference 20

Resolution: verified exact; arxiv_id, observed 2026-07-01T19:26:00.756586Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 1e183c9a-c930-4294-b601-34b0e6ea3156 · inbound

CV-Arena: An Open Benchmark for Instructional Computer Vision Problem Solving with Human-AI Collaborative Preferences cites this paper.

CV-Arena: An Open Benchmark for Instructional Computer Vision Problem Solving with Human-AI Collaborative Preferences DreamBench++: A Human-Aligned Benchmark for Personalized Image Generation

Reference 56

Resolution: verified exact; arxiv_id, observed 2026-06-28T20:32:37.641564Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation b34ccf63-6ea8-450f-9448-f945bc13692d · inbound

Chameleon: Style-Content Disentangled Framework for Cross-Domain Object Compositing cites this paper.

Chameleon: Style-Content Disentangled Framework for Cross-Domain Object Compositing DreamBench++: A Human-Aligned Benchmark for Personalized Image Generation

Reference 50

Resolution: verified exact; arxiv_id, observed 2026-06-28T18:02:27.393239Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 13a6428f-1385-4642-8432-e44225d9c1d1 · inbound

Text-to-Image Models Need Less from Text Encoders Than You Think cites this paper.

Text-to-Image Models Need Less from Text Encoders Than You Think DreamBench++: A Human-Aligned Benchmark for Personalized Image Generation

Reference 22

Resolution: verified exact; arxiv_id, observed 2026-07-02T02:16:26.428361Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 66005afc-0145-49fa-8c37-48d0db74f68e · inbound

MIBE: Multi-subject Interaction Benchmark and Evaluator for Personalized Image Generation cites this paper.

MIBE: Multi-subject Interaction Benchmark and Evaluator for Personalized Image Generation DreamBench++: A Human-Aligned Benchmark for Personalized Image Generation

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-07-03T21:08:57.519843Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 1cbb1a35-027c-400e-af7b-fc6040e9a541 · inbound

MentalThink: Shaping Thoughts in Mental SVG World cites this paper.

MentalThink: Shaping Thoughts in Mental SVG World DreamBench++: A Human-Aligned Benchmark for Personalized Image Generation

Reference 129

Resolution: unresolved; no resolver link, observed 2026-07-12T01:50:59.184754Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 410ad504-2ca2-450a-badf-f170fdf88de5 · inbound

Multi-Dimensional Quality Assessment for AI-Generated Human-Centric Videos: Dataset and Model cites this paper.

Multi-Dimensional Quality Assessment for AI-Generated Human-Centric Videos: Dataset and Model DreamBench++: A Human-Aligned Benchmark for Personalized Image Generation

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-01T20:07:43.669494Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eb2cc7d4-3211-4571-8568-875fe9d2ffff · inbound

MultiCompose: Multi-Concept Personalized Composition with Per-Subject Attribute Binding cites this paper.

MultiCompose: Multi-Concept Personalized Composition with Per-Subject Attribute Binding DreamBench++: A Human-Aligned Benchmark for Personalized Image Generation

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-05T14:23:59.878798Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.