Model: Derify/ChemBERTa_augmented_pubchem_13m
Author: Derify
Pipeline: fill-mask
Library: transformers
Tags: transformers, safetensors, roberta, fill-mask, ChemBERTa, cheminformatics, dataset:Derify/augmented_canonical_pubchem_13m, arxiv:2010.09885, arxiv:2209.01712, license:apache-2.0, model-index, endpoints_compatible, region:us
Card metadata: license: apache-2.0
datasets: Derify/augmented_canonical_pubchem_13m
metrics: roc_auc, rmse
library_name: transformers
tags: ChemBERTa, cheminformatics
pipeline_tag: fill-mask
model-index: name: Derify/augmented_canonical_pubchem_13m
results: task: type: text-classification
name: Classification (ROC AUC)
dataset: name: BACE
type: BACE
metrics: type: roc_auc
value: 0.8008
verified: no, task: type: text-classification
name: Classification (ROC AUC)
dataset: name: BBBP
type: BBBP
metrics: type: roc_auc
value: 0.7418
verified: no, task: type: text-classification
name: Classification (ROC AUC)
dataset: name: TOX21
type: TOX21
metrics: type: roc_auc
value: 0.7548
verified: no, task: type: text-classification
name: Classification (ROC AUC)
dataset: name: HIV
type: HIV
metrics: type: roc_auc
value: 0.7744
verified: no, task: type: text-classification
name: Classification (ROC AUC)
dataset: name: SIDER
type: SIDER
metrics: type: roc_auc
value: 0.6313
verified: no, task: type: text-classification
name: Classification (ROC AUC)
dataset: name: CLINTOX
type: CLINTOX
metrics: type: roc_auc
value: 0.9621
verified: no, task: type: regression
name: Regression (RMSE)
dataset: name: ESOL
type: ESOL
metrics: type: rmse
value: 0.8798
verified: no, task: type: regression
name: Regression (RMSE)
dataset: name: FREESOLV
type: FREESOLV
metrics: type: rmse
value: 0.5282
verified: no, task: type: regression
name: Regression (RMSE)
dataset: name: LIPO
type: LIPO
metrics: type: rmse
value: 0.6853
verified: no, task: type: regression
name: Regression (RMSE)
dataset: name: BACE
type: BACE
metrics: type: rmse
value: 0.9554
verified: no, task: type: regression
name: Regression (RMSE)
dataset: name: CLEARANCE
type: CLEARANCE
metrics: type: rmse
value: 45.4362
verified: no
Likes: 0 | All-time downloads: 15206
Created: 2025-02-07 20:36:14