Tasks SotA Datasets Papers Methods Submit About

Papers With Code 2

A community resource for machine learning research: papers, code, benchmarks, and state-of-the-art results.

Explore

Notable Benchmarks All SotA Datasets Papers Methods

Community

Submit Results About

Data sourced from the PWC Archive (CC-BY-SA 4.0). Built by the community, for the community.

Models/IS-Net

IS-Net

Reported on 180 benchmarks across 6 tasks · 1 paper · 150 SOTA

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

Methodology120 results

3DonDIS-TE4
E-measure· 2022-03-06
0.87
best: 0.944 (MVANet)
SOTA
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
3DonDIS-TE4
MAE· 2022-03-06
0.072
best: 0.037 (PDFNet)
SOTA
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
3DonDIS-TE4
S-Measure· 2022-03-06
0.83
best: 0.91 (PDFNet)
SOTA
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
3DonDIS-TE4
max F-Measure· 2022-03-06
0.827
best: 0.912 (MVANet)
SOTA
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
3DonDIS-TE4
weighted F-measure· 2022-03-06
0.753
best: 0.867 (PDFNet)
SOTA
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
3DonDIS-VD
E-measure· 2022-03-06
0.856
best: 0.958 (BEN_Base+Refiner)
SOTA
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
3DonDIS-VD
MAE· 2022-03-06
0.074
best: 0.027 (BEN_Base+Refiner)
SOTA
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
3DonDIS-VD
S-Measure· 2022-03-06
0.813
best: 0.917 (BEN_Base+Refiner)
SOTA
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
3DonDIS-VD
max F-Measure· 2022-03-06
0.791
best: 0.923 (BEN_Base)
SOTA
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
3DonDIS-VD
weighted F-measure· 2022-03-06
0.717
best: 0.896 (BEN_Base+Refiner)
SOTA
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
3DonDIS-TE2
E-measure· 2022-03-06
0.858
best: 0.947 (PDFNet)
SOTA
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
3DonDIS-TE2
MAE· 2022-03-06
0.07
best: 0.028 (PDFNet)
SOTA
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
3DonDIS-TE2
S-Measure· 2022-03-06
0.823
best: 0.924 (PDFNet)
SOTA
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
3DonDIS-TE2
max F-Measure· 2022-03-06
0.799
best: 0.921 (PDFNet)
SOTA
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
3DonDIS-TE2
weighted F-measure· 2022-03-06
0.728
best: 0.885 (PDFNet)
SOTA
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
3DonDIS-TE1
E-measure· 2022-03-06
0.82
best: 0.927 (PDFNet)
SOTA
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
3DonDIS-TE1
MAE· 2022-03-06
0.074
best: 0.031 (PDFNet)
SOTA
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
3DonDIS-TE1
S-Measure· 2022-03-06
0.787
best: 0.899 (PDFNet)
SOTA
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
3DonDIS-TE1
max F-Measure· 2022-03-06
0.74
best: 0.89 (PDFNet)
SOTA
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
3DonDIS-TE1
weighted F-measure· 2022-03-06
0.662
best: 0.846 (PDFNet)
SOTA
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
3DonDIS-TE3
E-measure· 2022-03-06
0.883
best: 0.957 (PDFNet)
SOTA
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
3DonDIS-TE3
MAE· 2022-03-06
0.064
best: 0.027 (PDFNet)
SOTA
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
3DonDIS-TE3
S-Measure· 2022-03-06
0.836
best: 0.928 (PDFNet)
SOTA
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
3DonDIS-TE3
max F-Measure· 2022-03-06
0.83
best: 0.936 (PDFNet)
SOTA
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
3DonDIS-TE3
weighted F-measure· 2022-03-06
0.758
best: 0.9 (PDFNet)
SOTA
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
2D ClassificationonDIS-TE4
E-measure· 2022-03-06
0.87
best: 0.944 (MVANet)
SOTA
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
2D ClassificationonDIS-TE4
MAE· 2022-03-06
0.072
best: 0.037 (PDFNet)
SOTA
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
2D ClassificationonDIS-TE4
S-Measure· 2022-03-06
0.83
best: 0.91 (PDFNet)
SOTA
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
2D ClassificationonDIS-TE4
max F-Measure· 2022-03-06
0.827
best: 0.912 (MVANet)
SOTA
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
2D ClassificationonDIS-TE4
weighted F-measure· 2022-03-06
0.753
best: 0.867 (PDFNet)
SOTA
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
2D ClassificationonDIS-VD
E-measure· 2022-03-06
0.856
best: 0.958 (BEN_Base+Refiner)
SOTA
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
2D ClassificationonDIS-VD
MAE· 2022-03-06
0.074
best: 0.027 (BEN_Base+Refiner)
SOTA
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
2D ClassificationonDIS-VD
S-Measure· 2022-03-06
0.813
best: 0.917 (BEN_Base+Refiner)
SOTA
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
2D ClassificationonDIS-VD
max F-Measure· 2022-03-06
0.791
best: 0.923 (BEN_Base)
SOTA
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
2D ClassificationonDIS-VD
weighted F-measure· 2022-03-06
0.717
best: 0.896 (BEN_Base+Refiner)
SOTA
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
2D ClassificationonDIS-TE2
E-measure· 2022-03-06
0.858
best: 0.947 (PDFNet)
SOTA
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
2D ClassificationonDIS-TE2
MAE· 2022-03-06
0.07
best: 0.028 (PDFNet)
SOTA
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
2D ClassificationonDIS-TE2
S-Measure· 2022-03-06
0.823
best: 0.924 (PDFNet)
SOTA
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
2D ClassificationonDIS-TE2
max F-Measure· 2022-03-06
0.799
best: 0.921 (PDFNet)
SOTA
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
2D ClassificationonDIS-TE2
weighted F-measure· 2022-03-06
0.728
best: 0.885 (PDFNet)
SOTA
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
2D ClassificationonDIS-TE1
E-measure· 2022-03-06
0.82
best: 0.927 (PDFNet)
SOTA
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
2D ClassificationonDIS-TE1
MAE· 2022-03-06
0.074
best: 0.031 (PDFNet)
SOTA
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
2D ClassificationonDIS-TE1
S-Measure· 2022-03-06
0.787
best: 0.899 (PDFNet)
SOTA
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
2D ClassificationonDIS-TE1
max F-Measure· 2022-03-06
0.74
best: 0.89 (PDFNet)
SOTA
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
2D ClassificationonDIS-TE1
weighted F-measure· 2022-03-06
0.662
best: 0.846 (PDFNet)
SOTA
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
2D ClassificationonDIS-TE3
E-measure· 2022-03-06
0.883
best: 0.957 (PDFNet)
SOTA
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
2D ClassificationonDIS-TE3
MAE· 2022-03-06
0.064
best: 0.027 (PDFNet)
SOTA
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
2D ClassificationonDIS-TE3
S-Measure· 2022-03-06
0.836
best: 0.928 (PDFNet)
SOTA
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
2D ClassificationonDIS-TE3
max F-Measure· 2022-03-06
0.83
best: 0.936 (PDFNet)
SOTA
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
2D ClassificationonDIS-TE3
weighted F-measure· 2022-03-06
0.758
best: 0.9 (PDFNet)
SOTA
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
2D Object DetectiononDIS-TE4
E-measure· 2022-03-06
0.87
best: 0.944 (MVANet)
SOTA
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
2D Object DetectiononDIS-TE4
MAE· 2022-03-06
0.072
best: 0.037 (PDFNet)
SOTA
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
2D Object DetectiononDIS-TE4
S-Measure· 2022-03-06
0.83
best: 0.91 (PDFNet)
SOTA
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
2D Object DetectiononDIS-TE4
max F-Measure· 2022-03-06
0.827
best: 0.912 (MVANet)
SOTA
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
2D Object DetectiononDIS-TE4
weighted F-measure· 2022-03-06
0.753
best: 0.867 (PDFNet)
SOTA
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
2D Object DetectiononDIS-VD
E-measure· 2022-03-06
0.856
best: 0.958 (BEN_Base+Refiner)
SOTA
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
2D Object DetectiononDIS-VD
MAE· 2022-03-06
0.074
best: 0.027 (BEN_Base+Refiner)
SOTA
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
2D Object DetectiononDIS-VD
S-Measure· 2022-03-06
0.813
best: 0.917 (BEN_Base+Refiner)
SOTA
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
2D Object DetectiononDIS-VD
max F-Measure· 2022-03-06
0.791
best: 0.923 (BEN_Base)
SOTA
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
2D Object DetectiononDIS-VD
weighted F-measure· 2022-03-06
0.717
best: 0.896 (BEN_Base+Refiner)
SOTA
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
2D Object DetectiononDIS-TE2
E-measure· 2022-03-06
0.858
best: 0.947 (PDFNet)
SOTA
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
2D Object DetectiononDIS-TE2
MAE· 2022-03-06
0.07
best: 0.028 (PDFNet)
SOTA
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
2D Object DetectiononDIS-TE2
S-Measure· 2022-03-06
0.823
best: 0.924 (PDFNet)
SOTA
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
2D Object DetectiononDIS-TE2
max F-Measure· 2022-03-06
0.799
best: 0.921 (PDFNet)
SOTA
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
2D Object DetectiononDIS-TE2
weighted F-measure· 2022-03-06
0.728
best: 0.885 (PDFNet)
SOTA
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
2D Object DetectiononDIS-TE1
E-measure· 2022-03-06
0.82
best: 0.927 (PDFNet)
SOTA
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
2D Object DetectiononDIS-TE1
MAE· 2022-03-06
0.074
best: 0.031 (PDFNet)
SOTA
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
2D Object DetectiononDIS-TE1
S-Measure· 2022-03-06
0.787
best: 0.899 (PDFNet)
SOTA
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
2D Object DetectiononDIS-TE1
max F-Measure· 2022-03-06
0.74
best: 0.89 (PDFNet)
SOTA
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
2D Object DetectiononDIS-TE1
weighted F-measure· 2022-03-06
0.662
best: 0.846 (PDFNet)
SOTA
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
2D Object DetectiononDIS-TE3
E-measure· 2022-03-06
0.883
best: 0.957 (PDFNet)
SOTA
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
2D Object DetectiononDIS-TE3
MAE· 2022-03-06
0.064
best: 0.027 (PDFNet)
SOTA
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
2D Object DetectiononDIS-TE3
S-Measure· 2022-03-06
0.836
best: 0.928 (PDFNet)
SOTA
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
2D Object DetectiononDIS-TE3
max F-Measure· 2022-03-06
0.83
best: 0.936 (PDFNet)
SOTA
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
2D Object DetectiononDIS-TE3
weighted F-measure· 2022-03-06
0.758
best: 0.9 (PDFNet)
SOTA
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
16konDIS-TE4
E-measure· 2022-03-06
0.87
best: 0.944 (MVANet)
SOTA
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
16konDIS-TE4
MAE· 2022-03-06
0.072
best: 0.037 (PDFNet)
SOTA
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
16konDIS-TE4
S-Measure· 2022-03-06
0.83
best: 0.91 (PDFNet)
SOTA
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
16konDIS-TE4
max F-Measure· 2022-03-06
0.827
best: 0.912 (MVANet)
SOTA
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
16konDIS-TE4
weighted F-measure· 2022-03-06
0.753
best: 0.867 (PDFNet)
SOTA
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
16konDIS-VD
E-measure· 2022-03-06
0.856
best: 0.958 (BEN_Base+Refiner)
SOTA
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
16konDIS-VD
MAE· 2022-03-06
0.074
best: 0.027 (BEN_Base+Refiner)
SOTA
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
16konDIS-VD
S-Measure· 2022-03-06
0.813
best: 0.917 (BEN_Base+Refiner)
SOTA
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
16konDIS-VD
max F-Measure· 2022-03-06
0.791
best: 0.923 (BEN_Base)
SOTA
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
16konDIS-VD
weighted F-measure· 2022-03-06
0.717
best: 0.896 (BEN_Base+Refiner)
SOTA
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
16konDIS-TE2
E-measure· 2022-03-06
0.858
best: 0.947 (PDFNet)
SOTA
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
16konDIS-TE2
MAE· 2022-03-06
0.07
best: 0.028 (PDFNet)
SOTA
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
16konDIS-TE2
S-Measure· 2022-03-06
0.823
best: 0.924 (PDFNet)
SOTA
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
16konDIS-TE2
max F-Measure· 2022-03-06
0.799
best: 0.921 (PDFNet)
SOTA
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
16konDIS-TE2
weighted F-measure· 2022-03-06
0.728
best: 0.885 (PDFNet)
SOTA
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
16konDIS-TE1
E-measure· 2022-03-06
0.82
best: 0.927 (PDFNet)
SOTA
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
16konDIS-TE1
MAE· 2022-03-06
0.074
best: 0.031 (PDFNet)
SOTA
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
16konDIS-TE1
S-Measure· 2022-03-06
0.787
best: 0.899 (PDFNet)
SOTA
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
16konDIS-TE1
max F-Measure· 2022-03-06
0.74
best: 0.89 (PDFNet)
SOTA
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
16konDIS-TE1
weighted F-measure· 2022-03-06
0.662
best: 0.846 (PDFNet)
SOTA
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
16konDIS-TE3
E-measure· 2022-03-06
0.883
best: 0.957 (PDFNet)
SOTA
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
16konDIS-TE3
MAE· 2022-03-06
0.064
best: 0.027 (PDFNet)
SOTA
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
16konDIS-TE3
S-Measure· 2022-03-06
0.836
best: 0.928 (PDFNet)
SOTA
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
16konDIS-TE3
max F-Measure· 2022-03-06
0.83
best: 0.936 (PDFNet)
SOTA
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
16konDIS-TE3
weighted F-measure· 2022-03-06
0.758
best: 0.9 (PDFNet)
SOTA
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
3DonDIS-TE4
HCE· 2022-03-06
2888
best: 3999 (BSV1)
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
3DonDIS-VD
HCE· 2022-03-06
1116
best: 1660 (BSV1)
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
3DonDIS-TE2
HCE· 2022-03-06
340
best: 621 (BSV1)
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
3DonDIS-TE1
HCE· 2022-03-06
149
best: 288 (BSV1)
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
3DonDIS-TE3
HCE· 2022-03-06
687
best: 1146 (BSV1)
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
2D ClassificationonDIS-TE4
HCE· 2022-03-06
2888
best: 3999 (BSV1)
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
2D ClassificationonDIS-VD
HCE· 2022-03-06
1116
best: 1660 (BSV1)
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
2D ClassificationonDIS-TE2
HCE· 2022-03-06
340
best: 621 (BSV1)
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
2D ClassificationonDIS-TE1
HCE· 2022-03-06
149
best: 288 (BSV1)
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
2D ClassificationonDIS-TE3
HCE· 2022-03-06
687
best: 1146 (BSV1)
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
2D Object DetectiononDIS-TE4
HCE· 2022-03-06
2888
best: 3999 (BSV1)
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
2D Object DetectiononDIS-VD
HCE· 2022-03-06
1116
best: 1660 (BSV1)
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
2D Object DetectiononDIS-TE2
HCE· 2022-03-06
340
best: 621 (BSV1)
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
2D Object DetectiononDIS-TE1
HCE· 2022-03-06
149
best: 288 (BSV1)
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
2D Object DetectiononDIS-TE3
HCE· 2022-03-06
687
best: 1146 (BSV1)
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
16konDIS-TE4
HCE· 2022-03-06
2888
best: 3999 (BSV1)
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
16konDIS-VD
HCE· 2022-03-06
1116
best: 1660 (BSV1)
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
16konDIS-TE2
HCE· 2022-03-06
340
best: 621 (BSV1)
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
16konDIS-TE1
HCE· 2022-03-06
149
best: 288 (BSV1)
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
16konDIS-TE3
HCE· 2022-03-06
687
best: 1146 (BSV1)
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041

Computer Vision60 results

Object DetectiononDIS-TE4
E-measure· 2022-03-06
0.87
best: 0.944 (MVANet)
SOTA
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
Object DetectiononDIS-TE4
MAE· 2022-03-06
0.072
best: 0.037 (PDFNet)
SOTA
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
Object DetectiononDIS-TE4
S-Measure· 2022-03-06
0.83
best: 0.91 (PDFNet)
SOTA
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
Object DetectiononDIS-TE4
max F-Measure· 2022-03-06
0.827
best: 0.912 (MVANet)
SOTA
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
Object DetectiononDIS-TE4
weighted F-measure· 2022-03-06
0.753
best: 0.867 (PDFNet)
SOTA
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
Object DetectiononDIS-VD
E-measure· 2022-03-06
0.856
best: 0.958 (BEN_Base+Refiner)
SOTA
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
Object DetectiononDIS-VD
MAE· 2022-03-06
0.074
best: 0.027 (BEN_Base+Refiner)
SOTA
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
Object DetectiononDIS-VD
S-Measure· 2022-03-06
0.813
best: 0.917 (BEN_Base+Refiner)
SOTA
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
Object DetectiononDIS-VD
max F-Measure· 2022-03-06
0.791
best: 0.923 (BEN_Base)
SOTA
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
Object DetectiononDIS-VD
weighted F-measure· 2022-03-06
0.717
best: 0.896 (BEN_Base+Refiner)
SOTA
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
Object DetectiononDIS-TE2
E-measure· 2022-03-06
0.858
best: 0.947 (PDFNet)
SOTA
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
Object DetectiononDIS-TE2
MAE· 2022-03-06
0.07
best: 0.028 (PDFNet)
SOTA
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
Object DetectiononDIS-TE2
S-Measure· 2022-03-06
0.823
best: 0.924 (PDFNet)
SOTA
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
Object DetectiononDIS-TE2
max F-Measure· 2022-03-06
0.799
best: 0.921 (PDFNet)
SOTA
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
Object DetectiononDIS-TE2
weighted F-measure· 2022-03-06
0.728
best: 0.885 (PDFNet)
SOTA
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
Object DetectiononDIS-TE1
E-measure· 2022-03-06
0.82
best: 0.927 (PDFNet)
SOTA
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
Object DetectiononDIS-TE1
MAE· 2022-03-06
0.074
best: 0.031 (PDFNet)
SOTA
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
Object DetectiononDIS-TE1
S-Measure· 2022-03-06
0.787
best: 0.899 (PDFNet)
SOTA
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
Object DetectiononDIS-TE1
max F-Measure· 2022-03-06
0.74
best: 0.89 (PDFNet)
SOTA
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
Object DetectiononDIS-TE1
weighted F-measure· 2022-03-06
0.662
best: 0.846 (PDFNet)
SOTA
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
Object DetectiononDIS-TE3
E-measure· 2022-03-06
0.883
best: 0.957 (PDFNet)
SOTA
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
Object DetectiononDIS-TE3
MAE· 2022-03-06
0.064
best: 0.027 (PDFNet)
SOTA
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
Object DetectiononDIS-TE3
S-Measure· 2022-03-06
0.836
best: 0.928 (PDFNet)
SOTA
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
Object DetectiononDIS-TE3
max F-Measure· 2022-03-06
0.83
best: 0.936 (PDFNet)
SOTA
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
Object DetectiononDIS-TE3
weighted F-measure· 2022-03-06
0.758
best: 0.9 (PDFNet)
SOTA
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
RGB Salient Object DetectiononDIS-TE4
E-measure· 2022-03-06
0.87
best: 0.944 (MVANet)
SOTA
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
RGB Salient Object DetectiononDIS-TE4
MAE· 2022-03-06
0.072
best: 0.037 (PDFNet)
SOTA
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
RGB Salient Object DetectiononDIS-TE4
S-Measure· 2022-03-06
0.83
best: 0.91 (PDFNet)
SOTA
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
RGB Salient Object DetectiononDIS-TE4
max F-Measure· 2022-03-06
0.827
best: 0.912 (MVANet)
SOTA
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
RGB Salient Object DetectiononDIS-TE4
weighted F-measure· 2022-03-06
0.753
best: 0.867 (PDFNet)
SOTA
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
RGB Salient Object DetectiononDIS-VD
E-measure· 2022-03-06
0.856
best: 0.958 (BEN_Base+Refiner)
SOTA
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
RGB Salient Object DetectiononDIS-VD
MAE· 2022-03-06
0.074
best: 0.027 (BEN_Base+Refiner)
SOTA
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
RGB Salient Object DetectiononDIS-VD
S-Measure· 2022-03-06
0.813
best: 0.917 (BEN_Base+Refiner)
SOTA
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
RGB Salient Object DetectiononDIS-VD
max F-Measure· 2022-03-06
0.791
best: 0.923 (BEN_Base)
SOTA
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
RGB Salient Object DetectiononDIS-VD
weighted F-measure· 2022-03-06
0.717
best: 0.896 (BEN_Base+Refiner)
SOTA
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
RGB Salient Object DetectiononDIS-TE2
E-measure· 2022-03-06
0.858
best: 0.947 (PDFNet)
SOTA
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
RGB Salient Object DetectiononDIS-TE2
MAE· 2022-03-06
0.07
best: 0.028 (PDFNet)
SOTA
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
RGB Salient Object DetectiononDIS-TE2
S-Measure· 2022-03-06
0.823
best: 0.924 (PDFNet)
SOTA
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
RGB Salient Object DetectiononDIS-TE2
max F-Measure· 2022-03-06
0.799
best: 0.921 (PDFNet)
SOTA
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
RGB Salient Object DetectiononDIS-TE2
weighted F-measure· 2022-03-06
0.728
best: 0.885 (PDFNet)
SOTA
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
RGB Salient Object DetectiononDIS-TE1
E-measure· 2022-03-06
0.82
best: 0.927 (PDFNet)
SOTA
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
RGB Salient Object DetectiononDIS-TE1
MAE· 2022-03-06
0.074
best: 0.031 (PDFNet)
SOTA
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
RGB Salient Object DetectiononDIS-TE1
S-Measure· 2022-03-06
0.787
best: 0.899 (PDFNet)
SOTA
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
RGB Salient Object DetectiononDIS-TE1
max F-Measure· 2022-03-06
0.74
best: 0.89 (PDFNet)
SOTA
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
RGB Salient Object DetectiononDIS-TE1
weighted F-measure· 2022-03-06
0.662
best: 0.846 (PDFNet)
SOTA
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
RGB Salient Object DetectiononDIS-TE3
E-measure· 2022-03-06
0.883
best: 0.957 (PDFNet)
SOTA
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
RGB Salient Object DetectiononDIS-TE3
MAE· 2022-03-06
0.064
best: 0.027 (PDFNet)
SOTA
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
RGB Salient Object DetectiononDIS-TE3
S-Measure· 2022-03-06
0.836
best: 0.928 (PDFNet)
SOTA
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
RGB Salient Object DetectiononDIS-TE3
max F-Measure· 2022-03-06
0.83
best: 0.936 (PDFNet)
SOTA
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
RGB Salient Object DetectiononDIS-TE3
weighted F-measure· 2022-03-06
0.758
best: 0.9 (PDFNet)
SOTA
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
Object DetectiononDIS-TE4
HCE· 2022-03-06
2888
best: 3999 (BSV1)
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
Object DetectiononDIS-VD
HCE· 2022-03-06
1116
best: 1660 (BSV1)
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
Object DetectiononDIS-TE2
HCE· 2022-03-06
340
best: 621 (BSV1)
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
Object DetectiononDIS-TE1
HCE· 2022-03-06
149
best: 288 (BSV1)
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
Object DetectiononDIS-TE3
HCE· 2022-03-06
687
best: 1146 (BSV1)
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
RGB Salient Object DetectiononDIS-TE4
HCE· 2022-03-06
2888
best: 3999 (BSV1)
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
RGB Salient Object DetectiononDIS-VD
HCE· 2022-03-06
1116
best: 1660 (BSV1)
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
RGB Salient Object DetectiononDIS-TE2
HCE· 2022-03-06
340
best: 621 (BSV1)
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
RGB Salient Object DetectiononDIS-TE1
HCE· 2022-03-06
149
best: 288 (BSV1)
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041
RGB Salient Object DetectiononDIS-TE3
HCE· 2022-03-06
687
best: 1146 (BSV1)
Highly Accurate Dichotomous Image Segmentation arXiv:2203.03041