Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-06-28T18:36:46.381564Z
Paper Citation Record · LEDGER
As of 5 August 2026, this Paper Citation Record lists 90 of 90 outbound references and 0 inbound Pith citation observations for arXiv:2606.00931.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-06-28T18:36:46.381564Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-05T06:32:48.257954+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
90 of 90 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 2e3a18ed-2c9c-43b9-989a-4b4062c2caf4 · outbound
CV-Arena: An Open Benchmark for Instructional Computer Vision Problem Solving with Human-AI Collaborative Preferences GPT-4 Technical Report
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 8c0b2a7b-5318-4f75-8ff1-12eb27905582 · outbound
CV-Arena: An Open Benchmark for Instructional Computer Vision Problem Solving with Human-AI Collaborative Preferences Rank analysis of incomplete block designs: I
Reference 2
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ed29445d-ea82-4caf-b8d8-b181fae8b5f7 · outbound
CV-Arena: An Open Benchmark for Instructional Computer Vision Problem Solving with Human-AI Collaborative Preferences Unresolved cited work
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3aede378-7a8a-4d7e-a914-7377a2ff3d67 · outbound
CV-Arena: An Open Benchmark for Instructional Computer Vision Problem Solving with Human-AI Collaborative Preferences Instruction-based image manipulation by watching how things move
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 48a844db-b0d8-49d6-bc59-44f0f3faed6d · outbound
CV-Arena: An Open Benchmark for Instructional Computer Vision Problem Solving with Human-AI Collaborative Preferences ByteMorph: Benchmarking Instruction-Guided Image Editing with Non-Rigid Motions
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 24874fbc-6218-41ae-babe-5bec8da4395d · outbound
CV-Arena: An Open Benchmark for Instructional Computer Vision Problem Solving with Human-AI Collaborative Preferences Chen, Misha Sra, and Pradeep Sen
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation acc03c55-fab5-4706-a395-036771430ba8 · outbound
CV-Arena: An Open Benchmark for Instructional Computer Vision Problem Solving with Human-AI Collaborative Preferences Hierarchical integration diffusion model for realistic image deblurring.Advances in neural information processing systems, 36:29114–29125, 2023
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8cdb5182-13f6-4e81-a178-793858d562e9 · outbound
CV-Arena: An Open Benchmark for Instructional Computer Vision Problem Solving with Human-AI Collaborative Preferences Opengpt-4o-image: A compre- hensive dataset for advanced image generation and editing
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 1d0e600b-b650-498c-abf6-a52f383e5036 · outbound
CV-Arena: An Open Benchmark for Instructional Computer Vision Problem Solving with Human-AI Collaborative Preferences Exploring the Naturalness of AI-Generated Images
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation cff335cc-ace1-47a5-929b-402bda8803e9 · outbound
CV-Arena: An Open Benchmark for Instructional Computer Vision Problem Solving with Human-AI Collaborative Preferences Chatbot Arena: An Open Platform for Evaluating LLMs by Human Preference
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 863c67e1-32aa-4ad2-8a5c-dc1d9fdf3ad0 · outbound
CV-Arena: An Open Benchmark for Instructional Computer Vision Problem Solving with Human-AI Collaborative Preferences Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation f3d7c6ef-df96-4913-9ce9-4fe9052b49b1 · outbound
CV-Arena: An Open Benchmark for Instructional Computer Vision Problem Solving with Human-AI Collaborative Preferences Image Harmonization Dataset iHarmony4: HCOCO, HAdobe5k, HFlickr, and Hday2night
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation f150eb95-2708-4021-a7de-7fc1b16e89bf · outbound
CV-Arena: An Open Benchmark for Instructional Computer Vision Problem Solving with Human-AI Collaborative Preferences Introducing gemini 2.5 flash image, our state-of-the-art image model, 2025
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c5b7aed5-0caf-40c4-b40d-df3edcafe3dc · outbound
CV-Arena: An Open Benchmark for Instructional Computer Vision Problem Solving with Human-AI Collaborative Preferences Introducing nano banana pro, 2025
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c7e331aa-2342-49aa-9e2b-baa0f9def01f · outbound
CV-Arena: An Open Benchmark for Instructional Computer Vision Problem Solving with Human-AI Collaborative Preferences Imagenet: A large- scale hierarchical image database
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ea12670a-a162-43c8-bac6-95892badd345 · outbound
CV-Arena: An Open Benchmark for Instructional Computer Vision Problem Solving with Human-AI Collaborative Preferences Length-Controlled AlpacaEval: A Simple Way to Debias Automatic Evaluators
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 596e37b0-6b0c-452b-91b0-4936ebf79b7d · outbound
CV-Arena: An Open Benchmark for Instructional Computer Vision Problem Solving with Human-AI Collaborative Preferences Alpacafarm: A simulation framework for methods that learn from human feedback.Advances in Neural Information Processing Systems, 36:30039–30069, 2023
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cb9d8cb6-6778-47d2-8c7f-a13a2564c6fe · outbound
CV-Arena: An Open Benchmark for Instructional Computer Vision Problem Solving with Human-AI Collaborative Preferences Image classification based on cnn: a survey.Journal of Cybersecurity and Information Management, 6(1):18–50, 2021
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 168ccb47-7b68-4366-bd25-1b9242ea93ea · outbound
CV-Arena: An Open Benchmark for Instructional Computer Vision Problem Solving with Human-AI Collaborative Preferences Recognition-synergistic scene text editing
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8553de81-5ab1-4d5d-b9bf-07f614e5de98 · outbound
CV-Arena: An Open Benchmark for Instructional Computer Vision Problem Solving with Human-AI Collaborative Preferences prentice hall professional technical reference, 2002
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5c97c955-0ab0-49b5-9e90-cf1ddd2f3c5a · outbound
CV-Arena: An Open Benchmark for Instructional Computer Vision Problem Solving with Human-AI Collaborative Preferences SEED-Data-Edit Technical Report: A Hybrid Dataset for Instructional Image Editing
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 4389e0ac-5ba0-4c03-a40d-80669c03ba1a · outbound
CV-Arena: An Open Benchmark for Instructional Computer Vision Problem Solving with Human-AI Collaborative Preferences Gemini 2.5 pro model card, 2025
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 377f9fb9-1acb-49e6-bc0c-1dd9e87ef5e0 · outbound
CV-Arena: An Open Benchmark for Instructional Computer Vision Problem Solving with Human-AI Collaborative Preferences Multi- reward as condition for instruction-based image editing
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ec999732-e24d-4d8a-83c2-e624c55c0751 · outbound
CV-Arena: An Open Benchmark for Instructional Computer Vision Problem Solving with Human-AI Collaborative Preferences Improving visual and downstream performance of low-light enhancer with vision foun- dation models collaboration
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 18fb0d97-acfd-4ed5-8c50-668cfa366be2 · outbound
CV-Arena: An Open Benchmark for Instructional Computer Vision Problem Solving with Human-AI Collaborative Preferences Large Language Model based Multi-Agents: A Survey of Progress and Challenges
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 14f20862-76ed-4941-af4a-d3c68ea457cd · outbound
CV-Arena: An Open Benchmark for Instructional Computer Vision Problem Solving with Human-AI Collaborative Preferences Clip and complementary methods.Nature Reviews Methods Primers, 1(1):20, 2021
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5217d77f-7f0c-48e1-8f4a-0b01a52e2b7d · outbound
CV-Arena: An Open Benchmark for Instructional Computer Vision Problem Solving with Human-AI Collaborative Preferences Clipscore: A reference-free evaluation metric for image captioning
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c4df03ba-0e52-4237-ac40-9bdd834b42b4 · outbound
CV-Arena: An Open Benchmark for Instructional Computer Vision Problem Solving with Human-AI Collaborative Preferences HQ-Edit: A High-Quality Dataset for Instruction-based Image Editing
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 5c60f75b-3a33-44e3-a71a-2d14084e1af1 · outbound
CV-Arena: An Open Benchmark for Instructional Computer Vision Problem Solving with Human-AI Collaborative Preferences Grounding degradations in natural language for all-in-one video restoration
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 88b80912-a439-448b-859e-77e789358fb4 · outbound
CV-Arena: An Open Benchmark for Instructional Computer Vision Problem Solving with Human-AI Collaborative Preferences Compbench: Benchmarking complex instruction-guided im- age editing
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 707fb822-5dde-4669-93fa-78f47fbb61d4 · outbound
CV-Arena: An Open Benchmark for Instructional Computer Vision Problem Solving with Human-AI Collaborative Preferences Genai arena: An open evaluation platform for generative models.Advances in Neural Information Processing Systems, 37:79889–79908, 2024
Reference 32
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cb35f5cc-3334-4fb8-9e8e-b8c2e55d0ca7 · outbound
CV-Arena: An Open Benchmark for Instructional Computer Vision Problem Solving with Human-AI Collaborative Preferences A new measure of rank correlation.Biometrika, 30(1-2):81–93, 1938
Reference 33
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e1d8aefc-457b-404c-a23d-fdfa99caf958 · outbound
CV-Arena: An Open Benchmark for Instructional Computer Vision Problem Solving with Human-AI Collaborative Preferences Orida: Object-centric real-world image composition dataset
Reference 34
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2d3bde76-210a-4d4b-a36f-485161729bbe · outbound
CV-Arena: An Open Benchmark for Instructional Computer Vision Problem Solving with Human-AI Collaborative Preferences Peak signal-to-noise ratio revisited: Is simple beautiful? In 2012 Fourth International Workshop on Quality of Multimedia Experience, pages 37–38, 2012
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8cfaee95-b128-4b2c-871a-7143f2a617e5 · outbound
CV-Arena: An Open Benchmark for Instructional Computer Vision Problem Solving with Human-AI Collaborative Preferences ImagenHub: Standardizing the evaluation of conditional image generation models
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 22a46400-5b61-476c-9bbb-0f09152fbebf · outbound
CV-Arena: An Open Benchmark for Instructional Computer Vision Problem Solving with Human-AI Collaborative Preferences FLUX.2: Frontier Visual Intelligence
Reference 37
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e429ba20-bf89-4f39-870b-3aaab77a792f · outbound
CV-Arena: An Open Benchmark for Instructional Computer Vision Problem Solving with Human-AI Collaborative Preferences The mnist database of handwritten digits.http://yann
Reference 38
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c8d62317-b42b-4286-bc93-556b174d6eab · outbound
CV-Arena: An Open Benchmark for Instructional Computer Vision Problem Solving with Human-AI Collaborative Preferences Superedit: Rectifying and facilitating supervision for instruction-based image editing
Reference 39
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 22ad1cde-6f40-4652-b83b-98791270dafa · outbound
CV-Arena: An Open Benchmark for Instructional Computer Vision Problem Solving with Human-AI Collaborative Preferences Towards benchmarking and assessing visual naturalness of physical world adversarial attacks
Reference 40
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 21c835f5-2cab-4388-9700-38ff7f60f6d8 · outbound
CV-Arena: An Open Benchmark for Instructional Computer Vision Problem Solving with Human-AI Collaborative Preferences UniWorld-V1: High-Resolution Semantic Encoders for Unified Visual Understanding and Generation
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 025106a5-c18a-40d2-be9d-2083e6b2b4e4 · outbound
CV-Arena: An Open Benchmark for Instructional Computer Vision Problem Solving with Human-AI Collaborative Preferences JarvisEvo: Towards a self-evolving photo editing agent with synergistic editor-evaluator optimization
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation d6e32994-c00f-418e-8c4b-41eb3ecab36e · outbound
CV-Arena: An Open Benchmark for Instructional Computer Vision Problem Solving with Human-AI Collaborative Preferences Referring image editing: Object-level image editing via referring expressions
Reference 43
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 47ac072c-06cb-4622-8286-766baf8b03a6 · outbound
CV-Arena: An Open Benchmark for Instructional Computer Vision Problem Solving with Human-AI Collaborative Preferences Step1X-Edit: A Practical Framework for General Image Editing
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 80c04ad7-75eb-4d42-a3f6-f645f0db001b · outbound
CV-Arena: An Open Benchmark for Instructional Computer Vision Problem Solving with Human-AI Collaborative Preferences DeepSeek-VL: Towards Real-World Vision-Language Understanding
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 034601d8-1cb8-4b72-8141-8084d79ba198 · outbound
CV-Arena: An Open Benchmark for Instructional Computer Vision Problem Solving with Human-AI Collaborative Preferences Visual-instructed degradation diffusion for all-in-one image restoration
Reference 46
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e98b2ac8-63bd-4f4c-a0e3-84809434e79c · outbound
CV-Arena: An Open Benchmark for Instructional Computer Vision Problem Solving with Human-AI Collaborative Preferences Visual autoregressive modeling for instruction-guided image editing.arXiv preprint, 2025
Reference 47
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation eabd01f2-b6bd-4b97-9910-e61684782c01 · outbound
CV-Arena: An Open Benchmark for Instructional Computer Vision Problem Solving with Human-AI Collaborative Preferences Introducing manus 1.6: Max performance, mobile dev, and design view, 2025
Reference 48
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a2397c5a-8687-4cfb-8097-ddcd7b045127 · outbound
CV-Arena: An Open Benchmark for Instructional Computer Vision Problem Solving with Human-AI Collaborative Preferences Image segmentation using deep learning: A survey.IEEE transactions on pattern analysis and machine intelligence, 44(7):3523–3542, 2021
Reference 49
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bfdd83d2-70fa-4ac5-84a5-f86201a6296d · outbound
CV-Arena: An Open Benchmark for Instructional Computer Vision Problem Solving with Human-AI Collaborative Preferences A comprehensive overview of large language models.ACM Transactions on Intelligent Systems and Technology, 16(5):1–72, 2025
Reference 50
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 53df82ad-2914-436d-be67-3713b5aa7941 · outbound
CV-Arena: An Open Benchmark for Instructional Computer Vision Problem Solving with Human-AI Collaborative Preferences Gpt image 1, 2025
Reference 51
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 76b96bcb-97fb-4702-a46f-bc890cdd5741 · outbound
CV-Arena: An Open Benchmark for Instructional Computer Vision Problem Solving with Human-AI Collaborative Preferences Introducing chatgpt agent: bridging research and action, 2025
Reference 52
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1e509786-c2b2-43fe-aed7-f9d4ae0ef745 · outbound
CV-Arena: An Open Benchmark for Instructional Computer Vision Problem Solving with Human-AI Collaborative Preferences The new chatgpt images is here, 2025
Reference 53
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fd813550-5c58-4815-890e-827036417517 · outbound
CV-Arena: An Open Benchmark for Instructional Computer Vision Problem Solving with Human-AI Collaborative Preferences Training language models to follow instructions with human feedback.Advances in neural information processing systems, 35:27730–27744, 2022
Reference 54
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2b058496-36cd-4590-875e-9ce43db9f72b · outbound
CV-Arena: An Open Benchmark for Instructional Computer Vision Problem Solving with Human-AI Collaborative Preferences The claude 3 model family: Opus, sonnet, haiku
Reference 55
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1e183c9a-c930-4294-b601-34b0e6ea3156 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation f03f231e-4bca-4600-8758-9c5af1147e80 · outbound
CV-Arena: An Open Benchmark for Instructional Computer Vision Problem Solving with Human-AI Collaborative Preferences Pico-banana-400k: A large-scale dataset for text-guided image editing
Reference 57
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 2a24e0a3-660d-4e38-9eff-b5dfad871bb6 · outbound
CV-Arena: An Open Benchmark for Instructional Computer Vision Problem Solving with Human-AI Collaborative Preferences Ex- ploring stroke-level modifications for scene text editing
Reference 58
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e984091a-9db3-4f48-9776-df0e0937dd84 · outbound
CV-Arena: An Open Benchmark for Instructional Computer Vision Problem Solving with Human-AI Collaborative Preferences Learning transferable visual models from natural language supervision
Reference 59
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4296f666-df00-44c2-9885-f3e4c8b84c69 · outbound
CV-Arena: An Open Benchmark for Instructional Computer Vision Problem Solving with Human-AI Collaborative Preferences Seedream 4.0: Toward Next-generation Multimodal Image Generation
Reference 60
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 480d57ee-c0c3-4a77-ad97-cef0ff72f313 · outbound
CV-Arena: An Open Benchmark for Instructional Computer Vision Problem Solving with Human-AI Collaborative Preferences Insert anything: Image insertion via in-context editing in dit
Reference 61
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 90c5d327-cb1a-4621-b24e-fb90a5433f25 · outbound
CV-Arena: An Open Benchmark for Instructional Computer Vision Problem Solving with Human-AI Collaborative Preferences Springer Nature, 2022
Reference 62
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 57f43309-3764-40e6-91c7-cfaf0f736835 · outbound
CV-Arena: An Open Benchmark for Instructional Computer Vision Problem Solving with Human-AI Collaborative Preferences Gemini: A Family of Highly Capable Multimodal Models
Reference 63
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 862141b2-bfec-47aa-b8b9-9aa581ecf934 · outbound
CV-Arena: An Open Benchmark for Instructional Computer Vision Problem Solving with Human-AI Collaborative Preferences Add-it: Training-Free Object Insertion in Images With Pretrained Diffusion Models
Reference 64
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 08d74052-702a-4e58-acaf-970896d7a976 · outbound
CV-Arena: An Open Benchmark for Instructional Computer Vision Problem Solving with Human-AI Collaborative Preferences What makes an image realistic?
Reference 65
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation e33c27be-f90d-4671-8baf-4efe4242656e · outbound
CV-Arena: An Open Benchmark for Instructional Computer Vision Problem Solving with Human-AI Collaborative Preferences Deep learning for computer vision: A brief review.Computational intelligence and neuroscience, 2018(1):7068349, 2018
Reference 66
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 56041e73-3196-4ea3-8697-e62b1e141dcd · outbound
CV-Arena: An Open Benchmark for Instructional Computer Vision Problem Solving with Human-AI Collaborative Preferences Wan: Open and Advanced Large-Scale Video Generative Models
Reference 67
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 64f1b974-d02e-4101-94fd-3dffd045bb9c · outbound
CV-Arena: An Open Benchmark for Instructional Computer Vision Problem Solving with Human-AI Collaborative Preferences Adapting text-to-image generation with feature difference instruction for generic image restoration
Reference 68
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 943159a4-f5fe-4b83-afc9-5487f10f4dc0 · outbound
CV-Arena: An Open Benchmark for Instructional Computer Vision Problem Solving with Human-AI Collaborative Preferences Complexbench- edit: Benchmarking complex instruction-driven image editing via compositional dependencies
Reference 69
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7051ca2b-8520-47cb-8d28-993836afa6c1 · outbound
CV-Arena: An Open Benchmark for Instructional Computer Vision Problem Solving with Human-AI Collaborative Preferences Vision-zero: Scalable vlm self-improvement via strategic gamified self-play
Reference 70
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 2e8cf5b5-b2c5-4f1d-8830-fa282443f118 · outbound
CV-Arena: An Open Benchmark for Instructional Computer Vision Problem Solving with Human-AI Collaborative Preferences RL-VLM-F: Reinforcement Learning from Vision Language Foundation Model Feedback
Reference 71
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 5e0e43ca-60cd-4b01-b9cb-452d3a44a720 · outbound
Reference 72
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation eca44017-6cc8-405d-8da2-86a39b58da44 · outbound
CV-Arena: An Open Benchmark for Instructional Computer Vision Problem Solving with Human-AI Collaborative Preferences Objectdrop: Bootstrapping counterfactuals for photorealistic object removal and insertion
Reference 73
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e0daf566-a14a-4547-abf1-a514fac9b991 · outbound
CV-Arena: An Open Benchmark for Instructional Computer Vision Problem Solving with Human-AI Collaborative Preferences Qwen-image technical report, 2025
Reference 74
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b32365dc-e81c-499a-a505-7193463bb919 · outbound
CV-Arena: An Open Benchmark for Instructional Computer Vision Problem Solving with Human-AI Collaborative Preferences Editreward: A human- aligned reward model for instruction-guided image editing
Reference 75
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation acb9bdfe-6928-4161-a934-ce43389215c4 · outbound
CV-Arena: An Open Benchmark for Instructional Computer Vision Problem Solving with Human-AI Collaborative Preferences React: Synergizing reasoning and acting in language models
Reference 76
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 863e4de5-27e8-434e-9e9a-191edcde9aa8 · outbound
CV-Arena: An Open Benchmark for Instructional Computer Vision Problem Solving with Human-AI Collaborative Preferences ImgEdit: A Unified Image Editing Dataset and Benchmark
Reference 77
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation d931bd3b-53a6-468d-a5ba-f661a2d442a2 · outbound
CV-Arena: An Open Benchmark for Instructional Computer Vision Problem Solving with Human-AI Collaborative Preferences Anyedit: Mastering unified high-quality image editing for any idea
Reference 78
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bfefa1cb-fe27-4314-a419-da95a3ef4647 · outbound
CV-Arena: An Open Benchmark for Instructional Computer Vision Problem Solving with Human-AI Collaborative Preferences DINO: DETR with Improved DeNoising Anchor Boxes for End-to-End Object Detection
Reference 79
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 079f2189-e95c-49f9-8bac-d5f2eec0faa6 · outbound
CV-Arena: An Open Benchmark for Instructional Computer Vision Problem Solving with Human-AI Collaborative Preferences Vision-language models for vision tasks: A survey.IEEE transactions on pattern analysis and machine intelligence, 46(8):5625– 5644, 2024
Reference 80
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e2b98b3f-ffc6-4f57-a12d-c0456a1a199a · outbound
CV-Arena: An Open Benchmark for Instructional Computer Vision Problem Solving with Human-AI Collaborative Preferences Magicbrush: A manually annotated dataset for instruction-guided image editing.Advances in Neural Information Processing Systems, 36:31428–31449, 2023
Reference 81
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0989cb2d-5660-45c2-b3b4-2ead59c4e062 · outbound
CV-Arena: An Open Benchmark for Instructional Computer Vision Problem Solving with Human-AI Collaborative Preferences Adaptive dynamic dehaz- ing via instruction-driven and task-feedback closed-loop optimization for diverse downstream task adaptation
Reference 82
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f9f4904c-77f9-45da-89c7-6ed3c42d4baf · outbound
CV-Arena: An Open Benchmark for Instructional Computer Vision Problem Solving with Human-AI Collaborative Preferences In-Context Edit: Enabling Instructional Image Editing with In-Context Generation in Large Scale Diffusion Transformer
Reference 83
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.
Observation 7540c8b9-58ca-48ce-811f-e2c659fe9c0c · outbound
CV-Arena: An Open Benchmark for Instructional Computer Vision Problem Solving with Human-AI Collaborative Preferences Deep loss convexification for learning iterative models.IEEE Transactions on Pattern Analysis and Machine Intelligence, 2024
Reference 84
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d3e744b4-cc23-40f5-b0ff-c5c8da2f4587 · outbound
CV-Arena: An Open Benchmark for Instructional Computer Vision Problem Solving with Human-AI Collaborative Preferences Self-prompt guided image outpainting model for captions absence in social scenes.IEEE Transactions on Computational Social Systems, 2025
Reference 85
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d573db7a-98a5-455c-b2a9-9115137f7830 · outbound
CV-Arena: An Open Benchmark for Instructional Computer Vision Problem Solving with Human-AI Collaborative Preferences Ultraedit: Instruction-based fine-grained image editing at scale.Advances in Neural Information Processing Systems, 37:3058–3093, 2024
Reference 86
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6213505a-5891-46d0-a4e3-12fa2983252e · outbound
CV-Arena: An Open Benchmark for Instructional Computer Vision Problem Solving with Human-AI Collaborative Preferences Challenges in trustworthy human evaluation of chatbots
Reference 87
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 636f1204-e66d-4ec5-bdd4-3136c61f0700 · outbound
CV-Arena: An Open Benchmark for Instructional Computer Vision Problem Solving with Human-AI Collaborative Preferences A review of convolutional neural networks in computer vision.Artificial Intelligence Review, 57(4):99, 2024
Reference 88
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 44ce27e2-2fe3-4a29-8341-7b2da23c46c2 · outbound
CV-Arena: An Open Benchmark for Instructional Computer Vision Problem Solving with Human-AI Collaborative Preferences Judging llm-as-a-judge with mt-bench and chatbot arena.Advances in neural information processing systems, 36:46595–46623, 2023
Reference 89
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5be957f8-f381-47ae-b62b-53f47693e9a6 · outbound
CV-Arena: An Open Benchmark for Instructional Computer Vision Problem Solving with Human-AI Collaborative Preferences Low-light image enhancement via generative perceptual priors
Reference 90
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6ebeb58e-1e7f-423f-b78a-38d7dd412a5d · outbound
CV-Arena: An Open Benchmark for Instructional Computer Vision Problem Solving with Human-AI Collaborative Preferences slightly more surprised, less neutral
Reference 91
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
No inbound Pith citation observations are available.