ML Research Wiki / Benchmarks / Document Image Classification / Tobacco-3482

Tobacco-3482

Document Image Classification Benchmark

Performance Over Time

📊 Showing 9 results | 📏 Metric: Accuracy

Top Performing Models

Rank Model Paper Accuracy Date Code
1 DocBert [DOCBERT] Efficient Document Image Classification Using Region-Based Graph Neural Network 91.95 2021-06-25 -
2 Eff-GNN + Word2Vec [word2vec] Efficient Document Image Classification Using Region-Based Graph Neural Network 91.00 2021-06-25 -
3 Multimodal Side-Tuning (MobileNetV2) Multimodal Side-Tuning for Document Classification 90.50 2023-01-16 📦 thezingaro/multimodal-side-tuning
4 Multimodal Side-Tuning (ResNet50) Multimodal Side-Tuning for Document Classification 90.30 2023-01-16 📦 thezingaro/multimodal-side-tuning
5 DocBERT [DOCBERT] Efficient Document Image Classification Using Region-Based Graph Neural Network 82.30 2021-06-25 -
6 BERT [BERT] Efficient Document Image Classification Using Region-Based Graph Neural Network 79.00 2021-06-25 -
7 Eff-GNN + Word2Vec [word2vec] + Image Embedding Efficient Document Image Classification Using Region-Based Graph Neural Network 77.50 2021-06-25 -
8 Eff-GNN+ Word2Vec [word2vec] Efficient Document Image Classification Using Region-Based Graph Neural Network 73.50 2021-06-25 -
9 VGG Efficient Document Image Classification Using Region-Based Graph Neural Network 0.00 2021-06-25 -

All Papers (9)

Multimodal Side-Tuning for Document Classification

2023
Multimodal Side-Tuning (MobileNetV2)
thezingaro/multimodal-side-tuning

Multimodal Side-Tuning for Document Classification

2023
Multimodal Side-Tuning (ResNet50)
thezingaro/multimodal-side-tuning