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Models/EncLSTM

EncLSTM

Reported on 10 benchmarks across 2 tasks · 1 paper · 6 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Medical5 results

Medical Image SegmentationonDIC-C2DH-HeLa
SEG (~Mean IoU)· 2018-05-29
0.793
SOTA
Microscopy Cell Segmentation via Convolutional LSTM Networks arXiv:1805.11247
Medical Image SegmentationonFluo-N2DH-SIM+
SEG (~Mean IoU)· 2018-05-29
0.811
SOTA
Microscopy Cell Segmentation via Convolutional LSTM Networks arXiv:1805.11247
Medical Image SegmentationonPhC-C2DH-U373
SEG (~Mean IoU)· 2018-05-29
0.842
SOTA
Microscopy Cell Segmentation via Convolutional LSTM Networks arXiv:1805.11247
Medical Image SegmentationonFluo-N2DL-HeLa
SEG (~Mean IoU)· 2018-05-29
0.811
best: 0.895 (Dual U-Net (Neighbor distances))
Microscopy Cell Segmentation via Convolutional LSTM Networks arXiv:1805.11247
Medical Image SegmentationonFluo-N2DH-GOWT1
SEG (~Mean IoU)· 2018-05-29
0.85
best: 0.854 (DecLSTM)
Microscopy Cell Segmentation via Convolutional LSTM Networks arXiv:1805.11247

Computer Vision5 results

Cell SegmentationonDIC-C2DH-HeLa
SEG (~Mean IoU)· 2018-05-29
0.793
SOTA
Microscopy Cell Segmentation via Convolutional LSTM Networks arXiv:1805.11247
Cell SegmentationonFluo-N2DH-SIM+
SEG (~Mean IoU)· 2018-05-29
0.811
SOTA
Microscopy Cell Segmentation via Convolutional LSTM Networks arXiv:1805.11247
Cell SegmentationonPhC-C2DH-U373
SEG (~Mean IoU)· 2018-05-29
0.842
SOTA
Microscopy Cell Segmentation via Convolutional LSTM Networks arXiv:1805.11247
Cell SegmentationonFluo-N2DL-HeLa
SEG (~Mean IoU)· 2018-05-29
0.811
best: 0.895 (Dual U-Net (Neighbor distances))
Microscopy Cell Segmentation via Convolutional LSTM Networks arXiv:1805.11247
Cell SegmentationonFluo-N2DH-GOWT1
SEG (~Mean IoU)· 2018-05-29
0.85
best: 0.854 (DecLSTM)
Microscopy Cell Segmentation via Convolutional LSTM Networks arXiv:1805.11247