Schuture / Benchmarking-Awesome-Diffusion-ModelsLinks
The benchmark of SOTA text-to-image diffusion models with a new benchmarking strategy based on MiniGPT-4, namely X-IQE.
☆124Updated 2 years ago
Alternatives and similar repositories for Benchmarking-Awesome-Diffusion-Models
Users that are interested in Benchmarking-Awesome-Diffusion-Models are comparing it to the libraries listed below
Sorting:
- Better Aligning Text-to-Image Models with Human Preference. ICCV 2023☆290Updated 2 years ago
- RichHF-18K dataset contains rich human feedback labels we collected for our CVPR'24 paper: https://arxiv.org/pdf/2312.10240, along with t…☆138Updated last year
- Implementation of "DiffFit: Unlocking Transferability of Large Diffusion Models via Simple Parameter-Efficient Fine-Tuning"☆93Updated last year
- ☆112Updated 7 months ago
- [Neurips 2023 & TPAMI] T2I-CompBench (++) for Compositional Text-to-image Generation Evaluation☆286Updated 4 months ago
- Official PyTorch implementation of the paper "In-Context Learning Unlocked for Diffusion Models"☆411Updated last year
- [WACV 2024] Training-Free Layout Control with Cross-Attention Guidance☆257Updated last year
- Benchmark for generative image models☆96Updated last year
- ☆81Updated 9 months ago
- An Pytorch implementation of the paper Key-Locked Rank One Editing for Text-to-Image Personalization☆85Updated 2 years ago
- ☆185Updated last year
- (CVPR 2024) 🧩 TokenCompose: Text-to-Image Diffusion with Token-level Supervision☆128Updated 8 months ago
- [CVPR 2024] Code for the paper "Using Human Feedback to Fine-tune Diffusion Models without Any Reward Model"☆236Updated last year
- ACM MM'23 (oral), SUR-adapter for pre-trained diffusion models can acquire the powerful semantic understanding and reasoning capabilities…☆120Updated last year
- ☆111Updated last year
- AlignProp uses direct reward backpropogation for the alignment of large-scale text-to-image diffusion models. Our method is 25x more samp…☆297Updated 10 months ago
- Official implementation of "Controlling Text-to-Image Diffusion by Orthogonal Finetuning".☆293Updated 10 months ago
- NeurIPS 2023, Mix-of-Show: Decentralized Low-Rank Adaptation for Multi-Concept Customization of Diffusion Models☆422Updated last year
- ReCo: Region-Controlled Text-to-Image Generation, CVPR 2023☆127Updated last year
- TIFA: Accurate and Interpretable Text-to-Image Faithfulness Evaluation with Question Answering☆172Updated last year
- Training-Free Structured Diffusion Guidance for Compositional Text-to-Image Synthesis☆319Updated last year
- Human Preference Score v2: A Solid Benchmark for Evaluating Human Preferences of Text-to-Image Synthesis☆571Updated last year
- [ICCV 2023] Efficient Diffusion Training via Min-SNR Weighting Strategy☆258Updated 8 months ago
- ☆128Updated last year
- The official implementation of Diffusion-KTO: Aligning Diffusion Models by Optimizing Human Utility☆61Updated 2 weeks ago
- ☆540Updated 8 months ago
- [CVPR 2024] EvalCrafter: Benchmarking and Evaluating Large Video Generation Models☆173Updated 10 months ago
- Ablating Concepts in Text-to-Image Diffusion Models (ICCV 2023)☆161Updated 8 months ago
- Dynamic Prompt Learning: Addressing Cross-Attention Leakage for Text-Based Image Editing (NeurIPS 2023)☆107Updated last year
- ☆175Updated 2 years ago