Model: raulbalmez/ISALux
Author: raulbalmez
Pipeline: image-to-image
Library: transformers
Tags: transformers, low-light, low-light-image-enhancement, image-enhancement, image-restoration, computer-vision, transformer, vision-transformer, vision-transformers, image-segmentation, illumination, LoRA, Mixture of Experts, image-to-image, arxiv:2508.17885, license:mit, model-index, endpoints_compatible, region:us
Card metadata: license: mit
tags: low-light, low-light-image-enhancement, image-enhancement, image-restoration, computer-vision, transformer, transformers, vision-transformer, vision-transformers, image-segmentation, illumination, LoRA, Mixture of Experts
model-index: name: ISALux
results: task: type: low-light-image-enhancement
dataset: name: LOL-v1
type: LOL-v1
metrics: type: PSNR
value: 27.63
name: PSNR
verified: no, type: SSIM
value: 0.881
name: SSIM
verified: no, task: type: low-light-image-enhancement
dataset: name: LOL-v2-Real
type: LOL-v2-Real
metrics: type: PSNR
value: 29.76
name: PSNR
verified: no, type: SSIM
value: 0.908
name: SSIM
verified: no, task: type: low-light-image-enhancement
dataset: name: LOL-v2-Synthetic
type: LOL-v2-Synthetic
metrics: type: PSNR
value: 30.78
name: PSNR
verified: no, type: SSIM
value: 0.956
name: SSIM
verified: no, task: type: low-light-image-enhancement
dataset: name: SDSD-indoor
type: SDSD-indoor
metrics: type: PSNR
value: 30.67
name: PSNR
verified: no, type: SSIM
value: 0.909
name: SSIM
verified: no, task: type: low-light-image-enhancement
dataset: name: SDSD-outdoor
type: SDSD-outdoor
metrics: type: PSNR
value: 31.58
name: PSNR
verified: no, type: SSIM
value: 0.895
name: SSIM
verified: no, task: type: low-light-image-enhancement
dataset: name: LOL Blur
type: LOL-Blur
metrics: type: PSNR
value: 28.01
name: PSNR
verified: no, type: SSIM
value: 0.903
name: SSIM
verified: no, task: type: low-light-image-enhancement
dataset: name: MEF
type: MEF
metrics: type: NIQE
value: 3.58
name: NIQE
verified: no, task: type: low-light-image-enhancement
dataset: name: LIME
type: LIME
metrics: type: NIQE
value: 3.91
name: NIQE
verified: no, task: type: low-light-image-enhancement
dataset: name: DICM
type: DICM
metrics: type: NIQE
value: 3.21
name: NIQE
verified: no, task: type: low-light-image-enhancement
dataset: name: NPE
type: NPE
metrics: type: NIQE
value: 3.4
name: NIQE
verified: no
pipeline_tag: image-to-image
Likes: 1 | All-time downloads: 0
Created: 2025-08-29 12:09:46