matbench-genmetrics
Generative metrics benchmark
Provides standardized benchmarks for evaluating the quality of generative models for crystal structures.
Generative materials benchmarking metrics, inspired by guacamol and CDVAE.
34 stars
1 watching
2 forks
Language: Jupyter Notebook
last commit: 6 months ago
Linked from 1 awesome list
materials-informaticspython
Related projects:
Repository | Description | Stars |
---|---|---|
materialsproject/matbench | Provides tools and resources for testing machine learning performance on materials science data | 122 |
benevolentai/guacamol | A Python package for benchmarking generative models in molecular design | 414 |
gpt-engineer-org/gpte-bench-template | Provides a template for creating an agent to interact with the GPT-Engineer benchmark suite | 4 |
bowang-lab/scgpt | A Jupyter Notebook-based framework for training and applying generative AI models to single-cell multi-omics data | 1,039 |
nikolaydubina/go-ml-benchmarks | A benchmarking project comparing performance of different machine learning inference frameworks and models on Go platform | 30 |
aws-samples/foundation-model-benchmarking-tool | A tool for benchmarking and evaluating generative AI models on various AWS platforms | 196 |
nvlabs/edm | This project provides a set of tools and techniques to design and improve diffusion-based generative models. | 1,399 |
pku-yuangroup/chronomagic-bench | A benchmark and dataset for evaluating text-to-video generation models' ability to generate coherent and varied metamorphic time-lapse videos. | 186 |
gperfutils/gbench | A benchmarking tool for evaluating the performance of Groovy-based programs | 28 |
sheffieldml/gpmat | A Matlab toolbox providing implementations of Gaussian processes and other machine learning tools. | 132 |
ermongroup/bgm | Provides an implementation of boosted generative models using Python | 20 |
glample/rnn-benchmarks | This project provides benchmarking results comparing various deep learning RNN implementations across different frameworks. | 169 |
mazhar-ansari-ardeh/benchmarkfcns | Provides benchmarking functions for mathematical optimization algorithms | 66 |
genai-impact/ecologits | Tracks energy consumption and environmental impacts of generative AI models through APIs | 88 |
bodigrim/tasty-bench | A lightweight benchmarking framework with a simple statistical model | 80 |