Classification on Con-Text (test)
89.53mAPKnowledge Mining with Scene Text
Evaluation results
| Method | Links | |
|---|---|---|
| Knowledge Mining with Scene TextVision=ViT, Text Spotter=Google OCR, Embedding=KnowBert2022.03 | 89.53 | |
| Knowledge Mining with Scene TextVision=ViT, Text Spotter=E2E-MLT, Embedding=KnowBert2022.03 | 87.28 | |
| Mafla et al.Vision=ResNet-152, Text Spotter=Google OCR, Embedding=fastText2022.03 | 85.81 | |
| Knowledge Mining with Scene TextVision=ResNet-152, Text Spotter=E2E-MLT, Embedding=KnowBert2022.03 | 84.93 | |
| Mafla et al.Vision=ResNet-152, Text Spotter=SSTR-PHOC, Embedding=FV2022.03 | 83.15 | |
| Mafla et al.Vision=ResNet-152, Text Spotter=SSTR-PHOC, Embedding=PHOC2022.03 | 82.77 | |
| Mafla et al.Vision=ResNet-152, Text Spotter=E2E-MLT, Embedding=fastText2022.03 | 82.36 | |
| Bai et al.Vision=GoogLeNet, Text Spotter=Google OCR, Embedding=GloVe2022.03 | 80.5 | |
| Mafla et al.Vision=ResNet-152, Text Spotter=SSTR-PHOC, Embedding=FV2022.03 | 80.21 | |
| Ours2020.01 | 80.2 | |
| BaiEnsemble model=true2020.01 | 79.6 | |
| BaiEnsemble model=false2020.01 | 78.9 | |
| Bai et al.Vision=GoogLeNet, Text Spotter=Textboxes, Embedding=GloVe2022.03 | 78.9 | |
| Mafla et al.Vision=ResNet-152, Text Spotter=E2E-MLT, Embedding=fastText2022.03 | 77.77 | |
| Mafla et al.Vision=ResNet-152, Text Spotter=E2E-MLT, Embedding=GloVe2022.03 | 77.58 | |
| Mafla et al.Vision=ResNet-152, Text Spotter=SSTR-PHOC, Embedding=PHOC2022.03 | 77.45 | |
| Karaoglu2020.01 | 77.3 | |
| Karao. et al.Vision=BOW+GoogLeNet, Text Spotter=Jaderberg, Embedding=Probs2022.03 | 77.3 | |
| Karaoglu2020.01 | 39 | |
| Karao. et al.Vision=BOW, Text Spotter=Custom, Embedding=BoB2022.03 | 39 |