Model: ClementP/fundus-lesions-segmentation-unet_seresnext50_32x4d
Author: ClementP
Library: transformers
Tags: transformers, safetensors, en, dataset:DDR, dataset:FGADR, dataset:IDRID, dataset:MESSIDOR, dataset:RETLES, license:mit, model-index, endpoints_compatible, region:us
Card metadata: language: en
license: mit
datasets: DDR, FGADR, IDRID, MESSIDOR, RETLES
library: torchSeg
model-index: name: unet_seresnext50_32x4d
results: task: type: image-segmentation
dataset: name: IDRID
type: IDRID
metrics: type: roc_auc
value: 0.6701094508171082
name: AUC Precision Recall - IDRID COTTON_WOOL_SPOT - COTTON_WOOL_SPOT
verified: no, type: roc_auc
value: 0.7860875129699707
name: AUC Precision Recall - IDRID EXUDATES - EXUDATES
verified: no, type: roc_auc
value: 0.6743975877761841
name: AUC Precision Recall - IDRID HEMORRHAGES - HEMORRHAGES
verified: no, type: roc_auc
value: 0.39846163988113403
name: AUC Precision Recall - IDRID MICROANEURYSMS - MICROANEURYSMS
verified: no, task: type: image-segmentation
dataset: name: FGADR
type: FGADR
metrics: type: roc_auc
value: 0.4449217915534973
name: AUC Precision Recall - FGADR COTTON_WOOL_SPOT - COTTON_WOOL_SPOT
verified: no, type: roc_auc
value: 0.6951484084129333
name: AUC Precision Recall - FGADR EXUDATES - EXUDATES
verified: no, type: roc_auc
value: 0.6508341431617737
name: AUC Precision Recall - FGADR HEMORRHAGES - HEMORRHAGES
verified: no, type: roc_auc
value: 0.2895563244819641
name: AUC Precision Recall - FGADR MICROANEURYSMS - MICROANEURYSMS
verified: no, task: type: image-segmentation
dataset: name: MESSIDOR
type: MESSIDOR
metrics: type: roc_auc
value: 0.3307325839996338
name: AUC Precision Recall - MESSIDOR COTTON_WOOL_SPOT - COTTON_WOOL_SPOT
verified: no, type: roc_auc
value: 0.7123324871063232
name: AUC Precision Recall - MESSIDOR EXUDATES - EXUDATES
verified: no, type: roc_auc
value: 0.3926454186439514
name: AUC Precision Recall - MESSIDOR HEMORRHAGES - HEMORRHAGES
verified: no, type: roc_auc
value: 0.4098129868507385
name: AUC Precision Recall - MESSIDOR MICROANEURYSMS - MICROANEURYSMS
verified: no, task: type: image-segmentation
dataset: name: DDR
type: DDR
metrics: type: roc_auc
value: 0.5084977746009827
name: AUC Precision Recall - DDR COTTON_WOOL_SPOT - COTTON_WOOL_SPOT
verified: no, type: roc_auc
value: 0.6117375493049622
name: AUC Precision Recall - DDR EXUDATES - EXUDATES
verified: no, type: roc_auc
value: 0.5447860956192017
name: AUC Precision Recall - DDR HEMORRHAGES - HEMORRHAGES
verified: no, type: roc_auc
value: 0.23405438661575317
name: AUC Precision Recall - DDR MICROANEURYSMS - MICROANEURYSMS
verified: no, task: type: image-segmentation
dataset: name: RETLES
type: RETLES
metrics: type: roc_auc
value: 0.5254419445991516
name: AUC Precision Recall - RETLES COTTON_WOOL_SPOT - COTTON_WOOL_SPOT
verified: no, type: roc_auc
value: 0.7039055824279785
name: AUC Precision Recall - RETLES EXUDATES - EXUDATES
verified: no, type: roc_auc
value: 0.5196094512939453
name: AUC Precision Recall - RETLES HEMORRHAGES - HEMORRHAGES
verified: no, type: roc_auc
value: 0.4127877354621887
name: AUC Precision Recall - RETLES MICROANEURYSMS - MICROANEURYSMS
verified: no
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Created: 2024-06-03 20:32:35