vmaf VS ssimulacra2

Compare vmaf vs ssimulacra2 and see what are their differences.

vmaf

Perceptual video quality assessment based on multi-method fusion. (by Netflix)

ssimulacra2

SSIMULACRA 2. Perceptual metric. (by cloudinary)
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vmaf ssimulacra2
41 5
4,214 136
1.1% 3.7%
8.8 3.1
6 days ago about 1 month ago
Python C++
GNU General Public License v3.0 or later BSD 3-clause "New" or "Revised" License
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
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vmaf

Posts with mentions or reviews of vmaf. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2024-02-19.

ssimulacra2

Posts with mentions or reviews of ssimulacra2. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2024-02-19.
  • Extreme Video Compression
    3 projects | news.ycombinator.com | 19 Feb 2024
    https://github.com/cloudinary/ssimulacra2?tab=readme-ov-file... shows a higher correlation with human responses across 4 different datasets and correlation metrics for 1
  • H265 vs AV1 - Experiments in Python
    1 project | /r/AV1 | 27 Mar 2023
    Very well written. As others have suggested, you should do a followup using modern perceptual quality metrics like VMAF and ssimulacra2.
  • A better compact image placeholder hash
    5 projects | news.ycombinator.com | 22 Mar 2023
    I was thinking about that too. Can't answer the question, but I did come across this just the other day: https://github.com/cloudinary/ssimulacra2 Supposedly good for comparing image similarity. Might depend on your use-case, I think it's geared towards image quality moreso than similar photos.
  • Unusually good compression ratio - Sanity Check
    3 projects | /r/AV1 | 4 Mar 2023
    That's the kind of feedback I was looking for, thanks. I usually go by eye, but at 14:1, I was expecting a blurry artefact-ridden mess, and it just didn't look all that bad at first blush.... I'll definitely check out ssimulacra2, thanks for the suggestion. I also need to sit down and do some proper pixel-peeping on a better screen... I think my monitor falls into the 'HD-aren't' class of HDR displays, so I'm likely missing detail somewhere. My purpose is archival, I want to preserve quality but not needlessly waste drive space on less efficient codecs. I'm not concerned by the resultant bit rate, so long as it has improved compression efficiency over the original.
  • examples of hardware vs software AV1 encodes?
    2 projects | /r/AV1 | 27 Dec 2022
    The fork to build - rust-av/ssimulacra2_bin | original release (works on images only) with a lot of info about the metric - cloudinary/ssimulacra2

What are some alternatives?

When comparing vmaf and ssimulacra2 you can also consider the following projects:

Av1an - Cross-platform command-line AV1 / VP9 / HEVC / H264 encoding framework with per scene quality encoding

video-compare - Split screen video comparison tool using FFmpeg and SDL2

staxrip - 🎞 Video encoding GUI for Windows.

ssimulacra2_bin - Binary interface for the ssimulacra2 Rust port

FFmpeg-Builds

Primitive Pictures - Reproducing images with geometric primitives.

FFmpeg-Builds - FFmpeg Builds for yt-dlp

unpic-placeholder - Pure-CSS image placeholders

ffmpeg-debug-qp - FFmpeg Debug Script for QP Values

lqip-modern - Modern approach to Low Quality Image Placeholders (LQIP) using webp and sharp.

Pulsar-VMAF - Hardware-based VMAF

UTEX.js - A fast tiny tool for working with compressed textures