Model: 1aurent/swin_tiny_patch4_window7_224.CTransPath
Author: 1aurent
Pipeline: feature-extraction
Library: timm
Tags: timm, safetensors, feature-extraction, image-classification, biology, cancer, histology, license:gpl-3.0, model-index, region:us
Card metadata: tags: feature-extraction, image-classification, timm, biology, cancer, histology
library_name: timm
model-index: name: ctranspath
results: task: type: image-classification
name: Image Classification
dataset: name: Camelyon16[Meta]
type: image-classification
metrics: type: accuracy
value: 96.3 ± 2.6
name: ROC AUC
verified: no, task: type: image-classification
name: Image Classification
dataset: name: TCGA-BRCA[Hist]
type: image-classification
metrics: type: accuracy
value: 95.8 ± 0.5
name: ROC AUC
verified: no, task: type: image-classification
name: Image Classification
dataset: name: TCGA-BRCA[HRD]
type: image-classification
metrics: type: accuracy
value: 77.1 ± 2.5
name: ROC AUC
verified: no, task: type: image-classification
name: Image Classification
dataset: name: TCGA-BRCA[Mol]
type: image-classification
metrics: type: accuracy
value: 80.8 ± 1.7
name: ROC AUC
verified: no, task: type: image-classification
name: Image Classification
dataset: name: TCGA-BRCA[OS]
type: image-classification
metrics: type: accuracy
value: 65.0 ± 6.0
name: ROC AUC
verified: no, task: type: image-classification
name: Image Classification
dataset: name: TCGA-CRC[MSI]
type: image-classification
metrics: type: accuracy
value: 88.5 ± 2.3
name: ROC AUC
verified: no, task: type: image-classification
name: Image Classification
dataset: name: TCGA-COAD[OS]
type: image-classification
metrics: type: accuracy
value: 64.3 ± 5.4
name: ROC AUC
verified: no, task: type: image-classification
name: Image Classification
dataset: name: TCGA-NSCLC[CType]
type: image-classification
metrics: type: accuracy
value: 97.3 ± 0.4
name: ROC AUC
verified: no, task: type: image-classification
name: Image Classification
dataset: name: TCGA-LUAD[OS]
type: image-classification
metrics: type: accuracy
value: 59.1 ± 4.5
name: ROC AUC
verified: no, task: type: image-classification
name: Image Classification
dataset: name: TCGA-LUSC[OS]
type: image-classification
metrics: type: accuracy
value: 61.5 ± 2.9
name: ROC AUC
verified: no, task: type: image-classification
name: Image Classification
dataset: name: TCGA-OV[HRD]
type: image-classification
metrics: type: accuracy
value: 69.5 ± 7.0
name: ROC AUC
verified: no, task: type: image-classification
name: Image Classification
dataset: name: TCGA-RCC[CType]
type: image-classification
metrics: type: accuracy
value: 98.9 ± 0.2
name: ROC AUC
verified: no, task: type: image-classification
name: Image Classification
dataset: name: TCGA-STAD[MSI]
type: image-classification
metrics: type: accuracy
value: 83.2 ± 8.1
name: ROC AUC
verified: no, task: type: image-classification
name: Image Classification
dataset: name: TCGA-PAAD[OS]
type: image-classification
metrics: type: accuracy
value: 59.0 ± 4.2
name: ROC AUC
verified: no
license: gpl-3.0
pipeline_tag: feature-extraction
inference: no
metrics: accuracy
Likes: 3 | All-time downloads: 109127
Created: 2023-10-31 01:25:20