HyperAIHyperAI
HomeConsoleDocsNewsPapersTutorialsDatasetsWikiSOTALLM ModelsGPU LeaderboardEvents
Search
About
HyperAIHyperAI

Command Palette

Search for a command to run...

Text Based Image Editing On Pie Bench

Metrics

Background LPIPS
Background PSNR
CLIPSIM
Structure Distance

Results

Performance results of various models on this benchmark

Paper TitleRepository
FireFlow (Add Q)239.416.4927.3370.9FireFlow: Fast Inversion of Rectified Flow for Image Semantic Editing
DDIM Inversion+Prompt-to-Prompt208.8017.8725.0169.43Prompt-to-Prompt Image Editing with Cross Attention Control
DDIM Inversion+Pix2Pix-Zero172.2220.4422.8061.68Zero-shot Image-to-Image Translation
Direct Inversion+Pix2Pix-Zero138.9821.5323.3149.22Direct Inversion: Boosting Diffusion-based Editing with 3 Lines of Code
FireFlow123.623.0326.0227.1FireFlow: Fast Inversion of Rectified Flow for Image Semantic Editing
DDIM Inversion+Plug-and-Play113.4622.2825.4128.22Plug-and-Play Diffusion Features for Text-Driven Image-to-Image Translation
DDIM Inversion+MasaCtrl106.6222.1723.9628.38MasaCtrl: Tuning-Free Mutual Self-Attention Control for Consistent Image Synthesis and Editing
Direct Inversion+Plug-and-Play106.0622.4625.4124.29Direct Inversion: Boosting Diffusion-based Editing with 3 Lines of Code
Direct Inversion+MasaCtrl87.9422.6424.3824.70Direct Inversion: Boosting Diffusion-based Editing with 3 Lines of Code
Negative-Prompt Inversion+Prompt-to-Prompt69.0126.2124.6116.17Negative-prompt Inversion: Fast Image Inversion for Editing with Text-guided Diffusion Models-
StyleDiffusion+Prompt-to-Prompt66.1026.0524.7811.65StyleDiffusion: Prompt-Embedding Inversion for Text-Based Editing
Null-Text Inversion+Prompt-to-Prompt60.6727.0324.7513.44Null-text Inversion for Editing Real Images using Guided Diffusion Models
Virtual Inversion+Prompt-to-Prompt+LCM55.8526.6424.5715.61Inversion-Free Image Editing with Natural Language
Direct Inversion+Prompt-to-Prompt54.5527.2225.0211.65Direct Inversion: Boosting Diffusion-based Editing with 3 Lines of Code
Virtual Inversion+Prompt-to-Prompt47.9827.5224.8914.22Inversion-Free Image Editing with Natural Language
Virtual Inversion+Unified Attention Control+LCM47.5828.5125.0313.78Inversion-Free Image Editing with Natural Language
Virtual Inversion+ViMAEdit45.6728.2725.9112.65Vision-guided and Mask-enhanced Adaptive Denoising for Prompt-based Image Editing
KV-Edit9.9235.8725.631.98KV-Edit: Training-Free Image Editing for Precise Background Preservation
0 of 18 row(s) selected.