Model: chaitjo/all-atom-diffusion-transformer
Author: chaitjo
Library: transformers
Tags: transformers, chemistry, materials, molecules, crystals, diffusion, transformer, latent-diffusion, all-atom, dataset:chaitjo/QM9_ADiT, dataset:chaitjo/MP20_ADiT, dataset:chaitjo/QMOF150_ADiT, dataset:chaitjo/GEOM-DRUGS_ADiT, arxiv:2503.03965, license:mit, model-index, endpoints_compatible, region:us
Card metadata: license: mit
datasets: chaitjo/QM9_ADiT, chaitjo/MP20_ADiT, chaitjo/QMOF150_ADiT, chaitjo/GEOM-DRUGS_ADiT
tags: chemistry, materials, molecules, crystals, diffusion, transformer, latent-diffusion, all-atom
model-index: name: ADiT
results: task: type: unconditional-molecule-generation
dataset: name: QM9
type: QM9
metrics: name: Validity Rate
type: Validity Rate
value: 94.45
verified: no
source: name: Unconditional Molecule Generation
url: https://paperswithcode.com/sota/unconditional-molecule-generation-on-qm9, task: type: unconditional-crystal-generation
dataset: name: MP20
type: MP20
metrics: name: Validity Rate
type: Validity Rate
value: 91.92
verified: no, name: DFT S.U.N. Rate
type: DFT S.U.N. Rate
value: 6
verified: no
source: name: Unconditional Crystal Generation
url: https://paperswithcode.com/sota/unconditional-crystal-generation-on-mp20, task: type: unconditional-molecule-generation
dataset: name: GEOM-DRUGS
type: GEOM-DRUGS
metrics: name: Validity Rate
type: Validity Rate
value: 95.3
verified: no
source: name: Unconditional Molecule Generation
url: https://paperswithcode.com/sota/unconditional-molecule-generation-on-geom
library_name: transformers
Likes: 3 | All-time downloads: 91
Created: 2025-04-22 12:41:11