Image Classification on Tobacco-3482

Metric: Accuracy (higher is better)

LeaderboardDataset

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#	Model↕	Accuracy▼	Extra Data	Paper	Date↕	Code
1	DocXClassifier-L	95.57	No	-	-	Code
2	DocBert [DOCBERT]	91.95	No	Efficient Document Image Classification Using Re...	2021-06-25	-
3	Eff-GNN + Word2Vec [word2vec]	91	No	Efficient Document Image Classification Using Re...	2021-06-25	-
4	Multimodal Side-Tuning (MobileNetV2)	90.5	No	Multimodal Side-Tuning for Document Classification	2023-01-16	Code
5	Multimodal Side-Tuning (ResNet50)	90.3	No	Multimodal Side-Tuning for Document Classification	2023-01-16	Code
6	DocBERT [DOCBERT]	82.3	No	Efficient Document Image Classification Using Re...	2021-06-25	-
7	BERT [BERT]	79	No	Efficient Document Image Classification Using Re...	2021-06-25	-
8	Eff-GNN + Word2Vec [word2vec] + Image Embedding	77.5	No	Efficient Document Image Classification Using Re...	2021-06-25	-
9	Eff-GNN+ Word2Vec [word2vec]	73.5	No	Efficient Document Image Classification Using Re...	2021-06-25	-

#1DocXClassifier-L
95.57
Accuracy
No paperCode
#2DocBert [DOCBERT]SOTA
91.95
Accuracy· 2021-06-25
Efficient Document Image Classification Using Region-Based Graph Neural Network
#3Eff-GNN + Word2Vec [word2vec]
91
Accuracy· 2021-06-25
Efficient Document Image Classification Using Region-Based Graph Neural Network
#4Multimodal Side-Tuning (MobileNetV2)
90.5
Accuracy· 2023-01-16
Multimodal Side-Tuning for Document Classification Code
#5Multimodal Side-Tuning (ResNet50)
90.3
Accuracy· 2023-01-16
Multimodal Side-Tuning for Document Classification Code
#6DocBERT [DOCBERT]
82.3
Accuracy· 2021-06-25
Efficient Document Image Classification Using Region-Based Graph Neural Network
#7BERT [BERT]
79
Accuracy· 2021-06-25
Efficient Document Image Classification Using Region-Based Graph Neural Network
#8Eff-GNN + Word2Vec [word2vec] + Image Embedding
77.5
Accuracy· 2021-06-25
Efficient Document Image Classification Using Region-Based Graph Neural Network
#9Eff-GNN+ Word2Vec [word2vec]
73.5
Accuracy· 2021-06-25
Efficient Document Image Classification Using Region-Based Graph Neural Network