Table Detection on ICDAR archive 2019
96.2RecallCDeC-Net
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| CDeC-NetTraining Dataset=Pascal VOC, #Image (Training)=16K, Fine-tuning Dataset=ICDAR-2019 (archive), #Image (Fine-tuning)=599, IoU=0.62020.08 | 96.2 | 98.1 | 97.1 | 94.9 | |
| YOLOTraining Dataset=TableBank-LaTeX, #Image (Training)=199K, Fine-tuning Dataset=ICDAR-2019 (archive), #Image (Fine-tuning)=599, IoU=0.62020.08 | 95 | 95 | 95 | — | |
| CDeC-NetTraining Dataset=TableBank-LaTeX, #Image (Training)=199K, Fine-tuning Dataset=ICDAR-2019 (archive), #Image (Fine-tuning)=599, IoU=0.62020.08 | 92.4 | 98.4 | 95.4 | 90.9 | |
| YOLOTraining Dataset=Pascal VOC, #Image (Training)=16K, Fine-tuning Dataset=ICDAR-2019 (archive), #Image (Fine-tuning)=599, IoU=0.62020.08 | 91 | 95 | 93 | — | |
| M-RCNNTraining Dataset=TableBank-LaTeX, #Image (Training)=199K, Fine-tuning Dataset=ICDAR-2019 (archive), #Image (Fine-tuning)=599, IoU=0.62020.08 | 85 | 76 | 81 | — | |
| RetinaNetTraining Dataset=TableBank-LaTeX, #Image (Training)=199K, Fine-tuning Dataset=ICDAR-2019 (archive), #Image (Fine-tuning)=599, IoU=0.62020.08 | 74 | 91 | 82 | — | |
| RetinaNetTraining Dataset=Pascal VOC, #Image (Training)=16K, Fine-tuning Dataset=ICDAR-2019 (archive), #Image (Fine-tuning)=599, IoU=0.62020.08 | 66 | 86 | 74 | — | |
| M-RCNNTraining Dataset=Pascal VOC, #Image (Training)=16K, Fine-tuning Dataset=ICDAR-2019 (archive), #Image (Fine-tuning)=599, IoU=0.62020.08 | 64 | 60 | 62 | — | |
| SSDTraining Dataset=Pascal VOC, #Image (Training)=16K, Fine-tuning Dataset=ICDAR-2019 (archive), #Image (Fine-tuning)=599, IoU=0.62020.08 | 35 | 31 | 33 | — | |
| SSDTraining Dataset=TableBank-LaTeX, #Image (Training)=199K, Fine-tuning Dataset=ICDAR-2019 (archive), #Image (Fine-tuning)=599, IoU=0.62020.08 | 35 | 35 | 35 | — |