Scene Text Recognition on IC 15 (WPA)
82.8WPASCATTER
Evaluation Results
| Method | Links | |
|---|---|---|
| SCATTERRect.=Yes, Encoder/Decoder=CNN / BiLSTM, Train Dataset=MJ + ST + SA2021.04 | 82.8 | |
| Yu et al.Rect.=No, Encoder/Decoder=Attn / Semantic Attn., Train Dataset=MJ + ST2021.04 | 82.7 | |
| TransformerRect.=No, Encoder/Decoder=Transformer, Train Dataset=Internal + Public2021.04 | 80.45 | |
| S-Attn/CTC + LMRect.=No, Encoder/Decoder=S-Attn/CTC + LM, Train Dataset=Internal2021.04 | 80.36 | |
| S-Attn/CTC + LMRect.=No, Encoder/Decoder=S-Attn/CTC + LM, Train Dataset=Internal + Public2021.04 | 79.92 | |
| TransformerRect.=No, Encoder/Decoder=Transformer, Train Dataset=Internal2021.04 | 79.68 | |
| Lu et al.Rect.=No, Encoder/Decoder=Global Context Attn / Tfmr Dec., Train Dataset=MJ + ST + SA2021.04 | 79.4 | |
| S-Attn/CTCRect.=No, Encoder/Decoder=S-Attn/CTC, Train Dataset=Internal2021.04 | 78.43 | |
| S-Attn/CTCRect.=No, Encoder/Decoder=S-Attn/CTC, Train Dataset=Internal + Public2021.04 | 78.38 | |
| Qiao et al.Rect.=No, Encoder/Decoder=LSTM/LSTM + Attn, Train Dataset=MJ + ST2021.04 | 77.1 | |
| TransformerRect.=No, Encoder/Decoder=Transformer, Train Dataset=MJ + ST + Public2021.04 | 77.08 | |
| Sheng et al.Rect.=Yes, Encoder/Decoder=S-Attn/ Attn, Train Dataset=MJ + ST2021.04 | 76.1 | |
| Bleeker and de RijkeRect.=No, Encoder/Decoder=Transformer, Train Dataset=MJ + ST2021.04 | 75.7 | |
| S-Attn/CTC + LMRect.=No, Encoder/Decoder=S-Attn/CTC + LM, Train Dataset=MJ + ST + Public2021.04 | 74.77 | |
| Wang et al.Rect.=No, Encoder/Decoder=FCN/GRU, Train Dataset=MJ + ST2021.04 | 74.5 | |
| S-Attn/CTCRect.=No, Encoder/Decoder=S-Attn/CTC, Train Dataset=MJ + ST + Public2021.04 | 72.36 |