Model: ArchitRastogi/vit-spoof-detection-pda
Author: ArchitRastogi
Pipeline: image-classification
Library: timm
Tags: timm, vision, image-classification, vit, anti-spoofing, face-liveness, celeba-spoof, deep-learning, pytorch, huggingface, en, dataset:celeba-spoof, license:mit, model-index, region:us
Card metadata: language: en
library_name: timm
tags: vision, image-classification, vit, anti-spoofing, face-liveness, celeba-spoof, deep-learning, pytorch, huggingface
datasets: celeba-spoof
model_name: ViT-Base-Patch16-224 Face Anti-Spoofing (CelebA Spoof PDA)
license: mit
tasks: name: Face Anti-Spoofing
type: image-classification
inference: yes
metrics: accuracy, f1, auc, precision, recall, specificity, far, frr, eer
model-index: name: ViT-Base-Patch16-224 Anti-Spoofing (CelebA Spoof PDA)
results: task: type: image-classification
name: Face Anti-Spoofing
dataset: name: CelebA Spoof (PDA Splits 19–21)
type: celeba-spoof
split: test
size: 1747
metrics: name: Accuracy
type: accuracy
value: 0.8329
verified: no, name: F1-score
type: f1
value: 0.878
verified: no, name: AUC-ROC
type: auc
value: 0.9561
verified: no, name: Precision (PPV)
type: precision
value: 0.7974
verified: no, name: Recall (TPR)
type: recall
value: 0.9768
verified: no, name: Specificity
type: specificity
value: 0.6021
verified: no, name: FAR
type: far
value: 0.3979
verified: no, name: FRR
type: frr
value: 0.0232
verified: no, name: EER
type: eer
value: 0.1083
verified: no
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Created: 2025-11-01 16:08:12