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Models/HySM

HySM

Reported on 180 benchmarks across 6 tasks · 1 paper · 36 SOTA

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

Methodology120 results

3DonDIS-TE2
S-Measure· 2020-12-21
0.794
best: 0.924 (PDFNet)
SOTA
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
3DonDIS-TE2
max F-Measure· 2020-12-21
0.759
best: 0.921 (PDFNet)
SOTA
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
3DonDIS-TE1
MAE· 2020-12-21
0.082
best: 0.031 (PDFNet)
SOTA
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
3DonDIS-TE1
S-Measure· 2020-12-21
0.761
best: 0.899 (PDFNet)
SOTA
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
3DonDIS-TE1
max F-Measure· 2020-12-21
0.695
best: 0.89 (PDFNet)
SOTA
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
3DonDIS-TE3
S-Measure· 2020-12-21
0.811
best: 0.928 (PDFNet)
SOTA
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
2D ClassificationonDIS-TE2
S-Measure· 2020-12-21
0.794
best: 0.924 (PDFNet)
SOTA
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
2D ClassificationonDIS-TE2
max F-Measure· 2020-12-21
0.759
best: 0.921 (PDFNet)
SOTA
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
2D ClassificationonDIS-TE1
MAE· 2020-12-21
0.082
best: 0.031 (PDFNet)
SOTA
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
2D ClassificationonDIS-TE1
S-Measure· 2020-12-21
0.761
best: 0.899 (PDFNet)
SOTA
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
2D ClassificationonDIS-TE1
max F-Measure· 2020-12-21
0.695
best: 0.89 (PDFNet)
SOTA
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
2D ClassificationonDIS-TE3
S-Measure· 2020-12-21
0.811
best: 0.928 (PDFNet)
SOTA
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
2D Object DetectiononDIS-TE2
S-Measure· 2020-12-21
0.794
best: 0.924 (PDFNet)
SOTA
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
2D Object DetectiononDIS-TE2
max F-Measure· 2020-12-21
0.759
best: 0.921 (PDFNet)
SOTA
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
2D Object DetectiononDIS-TE1
MAE· 2020-12-21
0.082
best: 0.031 (PDFNet)
SOTA
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
2D Object DetectiononDIS-TE1
S-Measure· 2020-12-21
0.761
best: 0.899 (PDFNet)
SOTA
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
2D Object DetectiononDIS-TE1
max F-Measure· 2020-12-21
0.695
best: 0.89 (PDFNet)
SOTA
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
2D Object DetectiononDIS-TE3
S-Measure· 2020-12-21
0.811
best: 0.928 (PDFNet)
SOTA
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
16konDIS-TE2
S-Measure· 2020-12-21
0.794
best: 0.924 (PDFNet)
SOTA
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
16konDIS-TE2
max F-Measure· 2020-12-21
0.759
best: 0.921 (PDFNet)
SOTA
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
16konDIS-TE1
MAE· 2020-12-21
0.082
best: 0.031 (PDFNet)
SOTA
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
16konDIS-TE1
S-Measure· 2020-12-21
0.761
best: 0.899 (PDFNet)
SOTA
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
16konDIS-TE1
max F-Measure· 2020-12-21
0.695
best: 0.89 (PDFNet)
SOTA
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
16konDIS-TE3
S-Measure· 2020-12-21
0.811
best: 0.928 (PDFNet)
SOTA
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
3DonDIS-TE4
E-measure· 2020-12-21
0.842
best: 0.944 (MVANet)
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
3DonDIS-TE4
HCE· 2020-12-21
3331
best: 3999 (BSV1)
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
3DonDIS-TE4
MAE· 2020-12-21
0.091
best: 0.037 (PDFNet)
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
3DonDIS-TE4
S-Measure· 2020-12-21
0.802
best: 0.91 (PDFNet)
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
3DonDIS-TE4
max F-Measure· 2020-12-21
0.782
best: 0.912 (MVANet)
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
3DonDIS-TE4
weighted F-measure· 2020-12-21
0.693
best: 0.867 (PDFNet)
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
3DonDIS-VD
E-measure· 2020-12-21
0.814
best: 0.958 (BEN_Base+Refiner)
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
3DonDIS-VD
HCE· 2020-12-21
1324
best: 1660 (BSV1)
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
3DonDIS-VD
MAE· 2020-12-21
0.096
best: 0.027 (BEN_Base+Refiner)
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
3DonDIS-VD
S-Measure· 2020-12-21
0.773
best: 0.917 (BEN_Base+Refiner)
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
3DonDIS-VD
max F-Measure· 2020-12-21
0.734
best: 0.923 (BEN_Base)
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
3DonDIS-VD
weighted F-measure· 2020-12-21
0.64
best: 0.896 (BEN_Base+Refiner)
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
3DonDIS-TE2
E-measure· 2020-12-21
0.832
best: 0.947 (PDFNet)
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
3DonDIS-TE2
HCE· 2020-12-21
451
best: 621 (BSV1)
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
3DonDIS-TE2
MAE· 2020-12-21
0.085
best: 0.028 (PDFNet)
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
3DonDIS-TE2
weighted F-measure· 2020-12-21
0.667
best: 0.885 (PDFNet)
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
3DonDIS-TE1
E-measure· 2020-12-21
0.803
best: 0.927 (PDFNet)
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
3DonDIS-TE1
HCE· 2020-12-21
205
best: 288 (BSV1)
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
3DonDIS-TE1
weighted F-measure· 2020-12-21
0.597
best: 0.846 (PDFNet)
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
3DonDIS-TE3
E-measure· 2020-12-21
0.857
best: 0.957 (PDFNet)
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
3DonDIS-TE3
HCE· 2020-12-21
887
best: 1146 (BSV1)
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
3DonDIS-TE3
MAE· 2020-12-21
0.079
best: 0.027 (PDFNet)
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
3DonDIS-TE3
max F-Measure· 2020-12-21
0.792
best: 0.936 (PDFNet)
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
3DonDIS-TE3
weighted F-measure· 2020-12-21
0.701
best: 0.9 (PDFNet)
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
2D ClassificationonDIS-TE4
E-measure· 2020-12-21
0.842
best: 0.944 (MVANet)
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
2D ClassificationonDIS-TE4
HCE· 2020-12-21
3331
best: 3999 (BSV1)
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
2D ClassificationonDIS-TE4
MAE· 2020-12-21
0.091
best: 0.037 (PDFNet)
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
2D ClassificationonDIS-TE4
S-Measure· 2020-12-21
0.802
best: 0.91 (PDFNet)
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
2D ClassificationonDIS-TE4
max F-Measure· 2020-12-21
0.782
best: 0.912 (MVANet)
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
2D ClassificationonDIS-TE4
weighted F-measure· 2020-12-21
0.693
best: 0.867 (PDFNet)
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
2D ClassificationonDIS-VD
E-measure· 2020-12-21
0.814
best: 0.958 (BEN_Base+Refiner)
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
2D ClassificationonDIS-VD
HCE· 2020-12-21
1324
best: 1660 (BSV1)
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
2D ClassificationonDIS-VD
MAE· 2020-12-21
0.096
best: 0.027 (BEN_Base+Refiner)
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
2D ClassificationonDIS-VD
S-Measure· 2020-12-21
0.773
best: 0.917 (BEN_Base+Refiner)
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
2D ClassificationonDIS-VD
max F-Measure· 2020-12-21
0.734
best: 0.923 (BEN_Base)
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
2D ClassificationonDIS-VD
weighted F-measure· 2020-12-21
0.64
best: 0.896 (BEN_Base+Refiner)
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
2D ClassificationonDIS-TE2
E-measure· 2020-12-21
0.832
best: 0.947 (PDFNet)
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
2D ClassificationonDIS-TE2
HCE· 2020-12-21
451
best: 621 (BSV1)
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
2D ClassificationonDIS-TE2
MAE· 2020-12-21
0.085
best: 0.028 (PDFNet)
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
2D ClassificationonDIS-TE2
weighted F-measure· 2020-12-21
0.667
best: 0.885 (PDFNet)
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
2D ClassificationonDIS-TE1
E-measure· 2020-12-21
0.803
best: 0.927 (PDFNet)
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
2D ClassificationonDIS-TE1
HCE· 2020-12-21
205
best: 288 (BSV1)
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
2D ClassificationonDIS-TE1
weighted F-measure· 2020-12-21
0.597
best: 0.846 (PDFNet)
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
2D ClassificationonDIS-TE3
E-measure· 2020-12-21
0.857
best: 0.957 (PDFNet)
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
2D ClassificationonDIS-TE3
HCE· 2020-12-21
887
best: 1146 (BSV1)
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
2D ClassificationonDIS-TE3
MAE· 2020-12-21
0.079
best: 0.027 (PDFNet)
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
2D ClassificationonDIS-TE3
max F-Measure· 2020-12-21
0.792
best: 0.936 (PDFNet)
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
2D ClassificationonDIS-TE3
weighted F-measure· 2020-12-21
0.701
best: 0.9 (PDFNet)
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
2D Object DetectiononDIS-TE4
E-measure· 2020-12-21
0.842
best: 0.944 (MVANet)
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
2D Object DetectiononDIS-TE4
HCE· 2020-12-21
3331
best: 3999 (BSV1)
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
2D Object DetectiononDIS-TE4
MAE· 2020-12-21
0.091
best: 0.037 (PDFNet)
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
2D Object DetectiononDIS-TE4
S-Measure· 2020-12-21
0.802
best: 0.91 (PDFNet)
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
2D Object DetectiononDIS-TE4
max F-Measure· 2020-12-21
0.782
best: 0.912 (MVANet)
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
2D Object DetectiononDIS-TE4
weighted F-measure· 2020-12-21
0.693
best: 0.867 (PDFNet)
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
2D Object DetectiononDIS-VD
E-measure· 2020-12-21
0.814
best: 0.958 (BEN_Base+Refiner)
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
2D Object DetectiononDIS-VD
HCE· 2020-12-21
1324
best: 1660 (BSV1)
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
2D Object DetectiononDIS-VD
MAE· 2020-12-21
0.096
best: 0.027 (BEN_Base+Refiner)
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
2D Object DetectiononDIS-VD
S-Measure· 2020-12-21
0.773
best: 0.917 (BEN_Base+Refiner)
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
2D Object DetectiononDIS-VD
max F-Measure· 2020-12-21
0.734
best: 0.923 (BEN_Base)
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
2D Object DetectiononDIS-VD
weighted F-measure· 2020-12-21
0.64
best: 0.896 (BEN_Base+Refiner)
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
2D Object DetectiononDIS-TE2
E-measure· 2020-12-21
0.832
best: 0.947 (PDFNet)
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
2D Object DetectiononDIS-TE2
HCE· 2020-12-21
451
best: 621 (BSV1)
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
2D Object DetectiononDIS-TE2
MAE· 2020-12-21
0.085
best: 0.028 (PDFNet)
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
2D Object DetectiononDIS-TE2
weighted F-measure· 2020-12-21
0.667
best: 0.885 (PDFNet)
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
2D Object DetectiononDIS-TE1
E-measure· 2020-12-21
0.803
best: 0.927 (PDFNet)
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
2D Object DetectiononDIS-TE1
HCE· 2020-12-21
205
best: 288 (BSV1)
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
2D Object DetectiononDIS-TE1
weighted F-measure· 2020-12-21
0.597
best: 0.846 (PDFNet)
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
2D Object DetectiononDIS-TE3
E-measure· 2020-12-21
0.857
best: 0.957 (PDFNet)
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
2D Object DetectiononDIS-TE3
HCE· 2020-12-21
887
best: 1146 (BSV1)
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
2D Object DetectiononDIS-TE3
MAE· 2020-12-21
0.079
best: 0.027 (PDFNet)
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
2D Object DetectiononDIS-TE3
max F-Measure· 2020-12-21
0.792
best: 0.936 (PDFNet)
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
2D Object DetectiononDIS-TE3
weighted F-measure· 2020-12-21
0.701
best: 0.9 (PDFNet)
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
16konDIS-TE4
E-measure· 2020-12-21
0.842
best: 0.944 (MVANet)
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
16konDIS-TE4
HCE· 2020-12-21
3331
best: 3999 (BSV1)
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
16konDIS-TE4
MAE· 2020-12-21
0.091
best: 0.037 (PDFNet)
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
16konDIS-TE4
S-Measure· 2020-12-21
0.802
best: 0.91 (PDFNet)
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
16konDIS-TE4
max F-Measure· 2020-12-21
0.782
best: 0.912 (MVANet)
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
16konDIS-TE4
weighted F-measure· 2020-12-21
0.693
best: 0.867 (PDFNet)
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
16konDIS-VD
E-measure· 2020-12-21
0.814
best: 0.958 (BEN_Base+Refiner)
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
16konDIS-VD
HCE· 2020-12-21
1324
best: 1660 (BSV1)
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
16konDIS-VD
MAE· 2020-12-21
0.096
best: 0.027 (BEN_Base+Refiner)
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
16konDIS-VD
S-Measure· 2020-12-21
0.773
best: 0.917 (BEN_Base+Refiner)
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
16konDIS-VD
max F-Measure· 2020-12-21
0.734
best: 0.923 (BEN_Base)
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
16konDIS-VD
weighted F-measure· 2020-12-21
0.64
best: 0.896 (BEN_Base+Refiner)
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
16konDIS-TE2
E-measure· 2020-12-21
0.832
best: 0.947 (PDFNet)
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
16konDIS-TE2
HCE· 2020-12-21
451
best: 621 (BSV1)
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
16konDIS-TE2
MAE· 2020-12-21
0.085
best: 0.028 (PDFNet)
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
16konDIS-TE2
weighted F-measure· 2020-12-21
0.667
best: 0.885 (PDFNet)
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
16konDIS-TE1
E-measure· 2020-12-21
0.803
best: 0.927 (PDFNet)
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
16konDIS-TE1
HCE· 2020-12-21
205
best: 288 (BSV1)
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
16konDIS-TE1
weighted F-measure· 2020-12-21
0.597
best: 0.846 (PDFNet)
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
16konDIS-TE3
E-measure· 2020-12-21
0.857
best: 0.957 (PDFNet)
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
16konDIS-TE3
HCE· 2020-12-21
887
best: 1146 (BSV1)
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
16konDIS-TE3
MAE· 2020-12-21
0.079
best: 0.027 (PDFNet)
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
16konDIS-TE3
max F-Measure· 2020-12-21
0.792
best: 0.936 (PDFNet)
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
16konDIS-TE3
weighted F-measure· 2020-12-21
0.701
best: 0.9 (PDFNet)
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582

Computer Vision60 results

Object DetectiononDIS-TE2
S-Measure· 2020-12-21
0.794
best: 0.924 (PDFNet)
SOTA
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
Object DetectiononDIS-TE2
max F-Measure· 2020-12-21
0.759
best: 0.921 (PDFNet)
SOTA
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
Object DetectiononDIS-TE1
MAE· 2020-12-21
0.082
best: 0.031 (PDFNet)
SOTA
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
Object DetectiononDIS-TE1
S-Measure· 2020-12-21
0.761
best: 0.899 (PDFNet)
SOTA
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
Object DetectiononDIS-TE1
max F-Measure· 2020-12-21
0.695
best: 0.89 (PDFNet)
SOTA
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
Object DetectiononDIS-TE3
S-Measure· 2020-12-21
0.811
best: 0.928 (PDFNet)
SOTA
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
RGB Salient Object DetectiononDIS-TE2
S-Measure· 2020-12-21
0.794
best: 0.924 (PDFNet)
SOTA
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
RGB Salient Object DetectiononDIS-TE2
max F-Measure· 2020-12-21
0.759
best: 0.921 (PDFNet)
SOTA
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
RGB Salient Object DetectiononDIS-TE1
MAE· 2020-12-21
0.082
best: 0.031 (PDFNet)
SOTA
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
RGB Salient Object DetectiononDIS-TE1
S-Measure· 2020-12-21
0.761
best: 0.899 (PDFNet)
SOTA
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
RGB Salient Object DetectiononDIS-TE1
max F-Measure· 2020-12-21
0.695
best: 0.89 (PDFNet)
SOTA
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
RGB Salient Object DetectiononDIS-TE3
S-Measure· 2020-12-21
0.811
best: 0.928 (PDFNet)
SOTA
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
Object DetectiononDIS-TE4
E-measure· 2020-12-21
0.842
best: 0.944 (MVANet)
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
Object DetectiononDIS-TE4
HCE· 2020-12-21
3331
best: 3999 (BSV1)
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
Object DetectiononDIS-TE4
MAE· 2020-12-21
0.091
best: 0.037 (PDFNet)
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
Object DetectiononDIS-TE4
S-Measure· 2020-12-21
0.802
best: 0.91 (PDFNet)
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
Object DetectiononDIS-TE4
max F-Measure· 2020-12-21
0.782
best: 0.912 (MVANet)
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
Object DetectiononDIS-TE4
weighted F-measure· 2020-12-21
0.693
best: 0.867 (PDFNet)
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
Object DetectiononDIS-VD
E-measure· 2020-12-21
0.814
best: 0.958 (BEN_Base+Refiner)
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
Object DetectiononDIS-VD
HCE· 2020-12-21
1324
best: 1660 (BSV1)
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
Object DetectiononDIS-VD
MAE· 2020-12-21
0.096
best: 0.027 (BEN_Base+Refiner)
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
Object DetectiononDIS-VD
S-Measure· 2020-12-21
0.773
best: 0.917 (BEN_Base+Refiner)
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
Object DetectiononDIS-VD
max F-Measure· 2020-12-21
0.734
best: 0.923 (BEN_Base)
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
Object DetectiononDIS-VD
weighted F-measure· 2020-12-21
0.64
best: 0.896 (BEN_Base+Refiner)
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
Object DetectiononDIS-TE2
E-measure· 2020-12-21
0.832
best: 0.947 (PDFNet)
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
Object DetectiononDIS-TE2
HCE· 2020-12-21
451
best: 621 (BSV1)
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
Object DetectiononDIS-TE2
MAE· 2020-12-21
0.085
best: 0.028 (PDFNet)
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
Object DetectiononDIS-TE2
weighted F-measure· 2020-12-21
0.667
best: 0.885 (PDFNet)
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
Object DetectiononDIS-TE1
E-measure· 2020-12-21
0.803
best: 0.927 (PDFNet)
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
Object DetectiononDIS-TE1
HCE· 2020-12-21
205
best: 288 (BSV1)
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
Object DetectiononDIS-TE1
weighted F-measure· 2020-12-21
0.597
best: 0.846 (PDFNet)
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
Object DetectiononDIS-TE3
E-measure· 2020-12-21
0.857
best: 0.957 (PDFNet)
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
Object DetectiononDIS-TE3
HCE· 2020-12-21
887
best: 1146 (BSV1)
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
Object DetectiononDIS-TE3
MAE· 2020-12-21
0.079
best: 0.027 (PDFNet)
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
Object DetectiononDIS-TE3
max F-Measure· 2020-12-21
0.792
best: 0.936 (PDFNet)
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
Object DetectiononDIS-TE3
weighted F-measure· 2020-12-21
0.701
best: 0.9 (PDFNet)
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
RGB Salient Object DetectiononDIS-TE4
E-measure· 2020-12-21
0.842
best: 0.944 (MVANet)
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
RGB Salient Object DetectiononDIS-TE4
HCE· 2020-12-21
3331
best: 3999 (BSV1)
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
RGB Salient Object DetectiononDIS-TE4
MAE· 2020-12-21
0.091
best: 0.037 (PDFNet)
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
RGB Salient Object DetectiononDIS-TE4
S-Measure· 2020-12-21
0.802
best: 0.91 (PDFNet)
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
RGB Salient Object DetectiononDIS-TE4
max F-Measure· 2020-12-21
0.782
best: 0.912 (MVANet)
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
RGB Salient Object DetectiononDIS-TE4
weighted F-measure· 2020-12-21
0.693
best: 0.867 (PDFNet)
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
RGB Salient Object DetectiononDIS-VD
E-measure· 2020-12-21
0.814
best: 0.958 (BEN_Base+Refiner)
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
RGB Salient Object DetectiononDIS-VD
HCE· 2020-12-21
1324
best: 1660 (BSV1)
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
RGB Salient Object DetectiononDIS-VD
MAE· 2020-12-21
0.096
best: 0.027 (BEN_Base+Refiner)
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
RGB Salient Object DetectiononDIS-VD
S-Measure· 2020-12-21
0.773
best: 0.917 (BEN_Base+Refiner)
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
RGB Salient Object DetectiononDIS-VD
max F-Measure· 2020-12-21
0.734
best: 0.923 (BEN_Base)
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
RGB Salient Object DetectiononDIS-VD
weighted F-measure· 2020-12-21
0.64
best: 0.896 (BEN_Base+Refiner)
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
RGB Salient Object DetectiononDIS-TE2
E-measure· 2020-12-21
0.832
best: 0.947 (PDFNet)
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
RGB Salient Object DetectiononDIS-TE2
HCE· 2020-12-21
451
best: 621 (BSV1)
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
RGB Salient Object DetectiononDIS-TE2
MAE· 2020-12-21
0.085
best: 0.028 (PDFNet)
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
RGB Salient Object DetectiononDIS-TE2
weighted F-measure· 2020-12-21
0.667
best: 0.885 (PDFNet)
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
RGB Salient Object DetectiononDIS-TE1
E-measure· 2020-12-21
0.803
best: 0.927 (PDFNet)
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
RGB Salient Object DetectiononDIS-TE1
HCE· 2020-12-21
205
best: 288 (BSV1)
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
RGB Salient Object DetectiononDIS-TE1
weighted F-measure· 2020-12-21
0.597
best: 0.846 (PDFNet)
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
RGB Salient Object DetectiononDIS-TE3
E-measure· 2020-12-21
0.857
best: 0.957 (PDFNet)
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
RGB Salient Object DetectiononDIS-TE3
HCE· 2020-12-21
887
best: 1146 (BSV1)
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
RGB Salient Object DetectiononDIS-TE3
MAE· 2020-12-21
0.079
best: 0.027 (PDFNet)
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
RGB Salient Object DetectiononDIS-TE3
max F-Measure· 2020-12-21
0.792
best: 0.936 (PDFNet)
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582
RGB Salient Object DetectiononDIS-TE3
weighted F-measure· 2020-12-21
0.701
best: 0.9 (PDFNet)
HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation arXiv:2012.11582