Alternatives and similar repositories for SAMA

Users that are interested in SAMA are comparing it to the libraries listed below

• VQAssessment / BVQI
  [ICME 2023 Oral, Extended to TIP (UR)] The best zero-shot VQA approach that even outperforms several fully-supervised methods.
  ☆37Updated last year
• k-zha14 / Zoom-VQA
  [CVPRW 2023] Zoom-VQA: Patches, Frames and Clips Integration for Video Quality Assessment
  ☆31Updated 2 years ago
• lcysyzxdxc / MPD
  [CVPR 2025 满分论文 Ratings: 555]
  ☆25Updated this week
• SaMMyCHoo / Light-VQA-plus
  ☆19Updated last year
• sunwei925 / RQ-VQA
  Enhancing Blind Video Quality Assessment with Rich Quality-aware Features
  ☆52Updated 10 months ago
• NUIST-Videocoding / VCRNet
  Code for VCRNet: Visual Compensation Restoration Network for No-Reference Image Quality Assessment
  ☆21Updated 2 years ago
• zzc-1998 / MLLM-QA-Papers-with-Code
  Collections of papers and code for employing MLLM for quality assessment tasks.
  ☆13Updated last year
• GZHU-DVL / HVS-5M
  A Spatial–Temporal Video Quality Assessment Method via Comprehensive HVS Simulation
  ☆15Updated last year
• ChrisDud0257 / AFINE
  Official code for our CVPR 2025 paper: "Toward Generalized Image Quality Assessment: Relaxing the Perfect Reference Quality Assumption"
  ☆31Updated 3 weeks ago
• VQAssessment / ExplainableVQA
  [ACMMM Oral, 2023] "Towards Explainable In-the-wild Video Quality Assessment: A Database and a Language-Prompted Approach"
  ☆78Updated 9 months ago
• sunwei925 / UIQA
  Official Code for Assessing UHD Image Quality from Aesthetics, Distortions, and Saliency
  ☆19Updated 7 months ago
• Yixuan423 / Compressed-Face-Videos-Quality-Assessment
  ☆16Updated 5 months ago
• TianheWu / Assessor360
  [NeurIPS 2023] Assessor360: Multi-sequence Network for Blind Omnidirectional Image Quality Assessment
  ☆35Updated last year
• Hedlen / SAM-IQA
  An effective image quality assessment framework combining Segment Anything (SAM). This is the official implementation of our paper.
  ☆24Updated last year
• teowu / DOVER-Dev
  This is a [forked version] for author's debugging. Please jump to https://github.com/QualityAssessment/DOVER for stable version to use.
  ☆14Updated last year
• lcysyzxdxc / AGIQA-1k-Database
  AGIQA-1k-Database for AI Generated Content Image Quality Assessment
  ☆27Updated 2 years ago
• real-hjq / MS-SWD
  Multiscale Sliced Wasserstein Distances as Perceptual Color Difference Measures
  ☆17Updated 6 months ago
• sunwei925 / MinimalisticVQA
  Analysis of video quality datasets via design of minimalistic video quality models
  ☆18Updated 9 months ago
• jiquan123 / I2IQA
  PKU-I2IQA: An Image-to-Image Quality Assessment Database for AI Generated Images
  ☆14Updated 5 months ago
• Q-Future / Q-Ground
  Official codes for "Q-Ground: Image Quality Grounding with Large Multi-modality Models", ACM MM2024 (Oral)
  ☆41Updated 6 months ago
• SMBU-MM / OF_BIQA
  Learning from multiple annotators for blind image quality assessment in the wild
  ☆8Updated 2 years ago
• winwinwenwen77 / ModularBVQA
  CVPR2024 ModularBVQA
  ☆27Updated last year
• lixinustc / KVQ-Challenge-CVPR-NTIRE2024
  The first challenge on short-form video quality assessment
  ☆85Updated 5 months ago
• NeosXu / LoDa
  ☆20Updated 10 months ago
• pavancm / CONVIQT
  Official implementation for "CONVIQT: Contrastive Video Quality Estimator"
  ☆22Updated 2 years ago
• sunwei925 / CompressedVQA
  Deep Learning based Full-reference and No-reference Quality Assessment Models for Compressed UGC Videos
  ☆32Updated 2 years ago
• Q-Future / CMC-Bench
  ☆30Updated 10 months ago
• Kai-Liu001 / Dog-IQA
  PyTorch code for our paper "Dog-IQA: Standard-guided Zero-shot MLLM for Mix-grain Image Quality Assessment"
  ☆23Updated 7 months ago
• Q-Future / Visual-Question-Answering-for-Video-Quality-Assessment
  Official released code for VQA² series models
  ☆42Updated last week
• Q-Future / Compare2Score
  [Neurips 24 Spotlight] Training in Pairs + Inference on Single Image with Anchors
  ☆38Updated 2 months ago