Model: albrateanu/ModalFormer
Author: albrateanu
Pipeline: image-to-image
Library: transformers
Tags: transformers, low-light, low-light-image-enhancement, image-enhancement, image-restoration, computer-vision, low-light-enhance, multimodal, multimodal-learning, transformer, vision-transformer, vision-transformers, image-to-image, arxiv:2507.20388, arxiv:2401.15204, 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, low-light-enhance, multimodal, multimodal-learning, transformer, transformers, vision-transformer, vision-transformers
model-index: name: ModalFormer
results: task: type: low-light-image-enhancement
dataset: name: LOL-v1
type: LOL-v1
metrics: type: PSNR
value: 27.97
name: PSNR
verified: no, type: SSIM
value: 0.897
name: SSIM
verified: no, task: type: low-light-image-enhancement
dataset: name: LOL-v2-Real
type: LOL-v2-Real
metrics: type: PSNR
value: 29.33
name: PSNR
verified: no, type: SSIM
value: 0.915
name: SSIM
verified: no, task: type: low-light-image-enhancement
dataset: name: LOL-v2-Synthetic
type: LOL-v2-Synthetic
metrics: type: PSNR
value: 30.15
name: PSNR
verified: no, type: SSIM
value: 0.951
name: SSIM
verified: no, task: type: low-light-image-enhancement
dataset: name: SDSD-indoor
type: SDSD-indoor
metrics: type: PSNR
value: 31.37
name: PSNR
verified: no, type: SSIM
value: 0.917
name: SSIM
verified: no, task: type: low-light-image-enhancement
dataset: name: SDSD-outdoor
type: SDSD-outdoor
metrics: type: PSNR
value: 31.73
name: PSNR
verified: no, type: SSIM
value: 0.904
name: SSIM
verified: no, task: type: low-light-image-enhancement
dataset: name: MEF
type: MEF
metrics: type: NIQE
value: 3.44
name: NIQE
verified: no, task: type: low-light-image-enhancement
dataset: name: LIME
type: LIME
metrics: type: NIQE
value: 3.82
name: NIQE
verified: no, task: type: low-light-image-enhancement
dataset: name: DICM
type: DICM
metrics: type: NIQE
value: 3.64
name: NIQE
verified: no, task: type: low-light-image-enhancement
dataset: name: NPE
type: NPE
metrics: type: NIQE
value: 3.55
name: NIQE
verified: no
pipeline_tag: image-to-image
Likes: 1 | All-time downloads: 0
Created: 2025-07-29 04:26:13