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Models/PDFNet

PDFNet

Reported on 150 benchmarks across 6 tasks · 1 paper · 108 SOTA

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

Methodology100 results

3DonDIS-TE4
MAE· 2025-03-08
0.037
SOTA
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior arXiv:2503.06100
3DonDIS-TE4
S-Measure· 2025-03-08
0.91
SOTA
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior arXiv:2503.06100
3DonDIS-TE4
weighted F-measure· 2025-03-08
0.867
SOTA
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior arXiv:2503.06100
3DonDIS-TE2
E-measure· 2025-03-08
0.947
SOTA
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior arXiv:2503.06100
3DonDIS-TE2
MAE· 2025-03-08
0.028
SOTA
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior arXiv:2503.06100
3DonDIS-TE2
S-Measure· 2025-03-08
0.924
SOTA
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior arXiv:2503.06100
3DonDIS-TE2
max F-Measure· 2025-03-08
0.921
SOTA
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior arXiv:2503.06100
3DonDIS-TE2
weighted F-measure· 2025-03-08
0.885
SOTA
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior arXiv:2503.06100
3DonDIS-TE1
E-measure· 2025-03-08
0.927
SOTA
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior arXiv:2503.06100
3DonDIS-TE1
MAE· 2025-03-08
0.031
SOTA
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior arXiv:2503.06100
3DonDIS-TE1
S-Measure· 2025-03-08
0.899
SOTA
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior arXiv:2503.06100
3DonDIS-TE1
max F-Measure· 2025-03-08
0.89
SOTA
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior arXiv:2503.06100
3DonDIS-TE1
weighted F-measure· 2025-03-08
0.846
SOTA
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior arXiv:2503.06100
3DonDIS-TE3
E-measure· 2025-03-08
0.957
SOTA
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior arXiv:2503.06100
3DonDIS-TE3
MAE· 2025-03-08
0.027
SOTA
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior arXiv:2503.06100
3DonDIS-TE3
S-Measure· 2025-03-08
0.928
SOTA
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior arXiv:2503.06100
3DonDIS-TE3
max F-Measure· 2025-03-08
0.936
SOTA
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior arXiv:2503.06100
3DonDIS-TE3
weighted F-measure· 2025-03-08
0.9
SOTA
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior arXiv:2503.06100
2D ClassificationonDIS-TE4
MAE· 2025-03-08
0.037
SOTA
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior arXiv:2503.06100
2D ClassificationonDIS-TE4
S-Measure· 2025-03-08
0.91
SOTA
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior arXiv:2503.06100
2D ClassificationonDIS-TE4
weighted F-measure· 2025-03-08
0.867
SOTA
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior arXiv:2503.06100
2D ClassificationonDIS-TE2
E-measure· 2025-03-08
0.947
SOTA
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior arXiv:2503.06100
2D ClassificationonDIS-TE2
MAE· 2025-03-08
0.028
SOTA
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior arXiv:2503.06100
2D ClassificationonDIS-TE2
S-Measure· 2025-03-08
0.924
SOTA
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior arXiv:2503.06100
2D ClassificationonDIS-TE2
max F-Measure· 2025-03-08
0.921
SOTA
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior arXiv:2503.06100
2D ClassificationonDIS-TE2
weighted F-measure· 2025-03-08
0.885
SOTA
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior arXiv:2503.06100
2D ClassificationonDIS-TE1
E-measure· 2025-03-08
0.927
SOTA
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior arXiv:2503.06100
2D ClassificationonDIS-TE1
MAE· 2025-03-08
0.031
SOTA
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior arXiv:2503.06100
2D ClassificationonDIS-TE1
S-Measure· 2025-03-08
0.899
SOTA
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior arXiv:2503.06100
2D ClassificationonDIS-TE1
max F-Measure· 2025-03-08
0.89
SOTA
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior arXiv:2503.06100
2D ClassificationonDIS-TE1
weighted F-measure· 2025-03-08
0.846
SOTA
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior arXiv:2503.06100
2D ClassificationonDIS-TE3
E-measure· 2025-03-08
0.957
SOTA
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior arXiv:2503.06100
2D ClassificationonDIS-TE3
MAE· 2025-03-08
0.027
SOTA
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior arXiv:2503.06100
2D ClassificationonDIS-TE3
S-Measure· 2025-03-08
0.928
SOTA
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior arXiv:2503.06100
2D ClassificationonDIS-TE3
max F-Measure· 2025-03-08
0.936
SOTA
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior arXiv:2503.06100
2D ClassificationonDIS-TE3
weighted F-measure· 2025-03-08
0.9
SOTA
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior arXiv:2503.06100
2D Object DetectiononDIS-TE4
MAE· 2025-03-08
0.037
SOTA
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior arXiv:2503.06100
2D Object DetectiononDIS-TE4
S-Measure· 2025-03-08
0.91
SOTA
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior arXiv:2503.06100
2D Object DetectiononDIS-TE4
weighted F-measure· 2025-03-08
0.867
SOTA
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior arXiv:2503.06100
2D Object DetectiononDIS-TE2
E-measure· 2025-03-08
0.947
SOTA
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior arXiv:2503.06100
2D Object DetectiononDIS-TE2
MAE· 2025-03-08
0.028
SOTA
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior arXiv:2503.06100
2D Object DetectiononDIS-TE2
S-Measure· 2025-03-08
0.924
SOTA
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior arXiv:2503.06100
2D Object DetectiononDIS-TE2
max F-Measure· 2025-03-08
0.921
SOTA
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior arXiv:2503.06100
2D Object DetectiononDIS-TE2
weighted F-measure· 2025-03-08
0.885
SOTA
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior arXiv:2503.06100
2D Object DetectiononDIS-TE1
E-measure· 2025-03-08
0.927
SOTA
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior arXiv:2503.06100
2D Object DetectiononDIS-TE1
MAE· 2025-03-08
0.031
SOTA
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior arXiv:2503.06100
2D Object DetectiononDIS-TE1
S-Measure· 2025-03-08
0.899
SOTA
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior arXiv:2503.06100
2D Object DetectiononDIS-TE1
max F-Measure· 2025-03-08
0.89
SOTA
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior arXiv:2503.06100
2D Object DetectiononDIS-TE1
weighted F-measure· 2025-03-08
0.846
SOTA
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior arXiv:2503.06100
2D Object DetectiononDIS-TE3
E-measure· 2025-03-08
0.957
SOTA
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior arXiv:2503.06100
2D Object DetectiononDIS-TE3
MAE· 2025-03-08
0.027
SOTA
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior arXiv:2503.06100
2D Object DetectiononDIS-TE3
S-Measure· 2025-03-08
0.928
SOTA
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior arXiv:2503.06100
2D Object DetectiononDIS-TE3
max F-Measure· 2025-03-08
0.936
SOTA
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior arXiv:2503.06100
2D Object DetectiononDIS-TE3
weighted F-measure· 2025-03-08
0.9
SOTA
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior arXiv:2503.06100
16konDIS-TE4
MAE· 2025-03-08
0.037
SOTA
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior arXiv:2503.06100
16konDIS-TE4
S-Measure· 2025-03-08
0.91
SOTA
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior arXiv:2503.06100
16konDIS-TE4
weighted F-measure· 2025-03-08
0.867
SOTA
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior arXiv:2503.06100
16konDIS-TE2
E-measure· 2025-03-08
0.947
SOTA
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior arXiv:2503.06100
16konDIS-TE2
MAE· 2025-03-08
0.028
SOTA
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior arXiv:2503.06100
16konDIS-TE2
S-Measure· 2025-03-08
0.924
SOTA
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior arXiv:2503.06100
16konDIS-TE2
max F-Measure· 2025-03-08
0.921
SOTA
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior arXiv:2503.06100
16konDIS-TE2
weighted F-measure· 2025-03-08
0.885
SOTA
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior arXiv:2503.06100
16konDIS-TE1
E-measure· 2025-03-08
0.927
SOTA
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior arXiv:2503.06100
16konDIS-TE1
MAE· 2025-03-08
0.031
SOTA
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior arXiv:2503.06100
16konDIS-TE1
S-Measure· 2025-03-08
0.899
SOTA
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior arXiv:2503.06100
16konDIS-TE1
max F-Measure· 2025-03-08
0.89
SOTA
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior arXiv:2503.06100
16konDIS-TE1
weighted F-measure· 2025-03-08
0.846
SOTA
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior arXiv:2503.06100
16konDIS-TE3
E-measure· 2025-03-08
0.957
SOTA
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior arXiv:2503.06100
16konDIS-TE3
MAE· 2025-03-08
0.027
SOTA
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior arXiv:2503.06100
16konDIS-TE3
S-Measure· 2025-03-08
0.928
SOTA
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior arXiv:2503.06100
16konDIS-TE3
max F-Measure· 2025-03-08
0.936
SOTA
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior arXiv:2503.06100
16konDIS-TE3
weighted F-measure· 2025-03-08
0.9
SOTA
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior arXiv:2503.06100
3DonDIS-TE4
E-measure· 2025-03-08
0.941
best: 0.944 (MVANet)
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior arXiv:2503.06100
3DonDIS-TE4
max F-Measure· 2025-03-08
0.911
best: 0.912 (MVANet)
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior arXiv:2503.06100
3DonDIS-VD
E-measure· 2025-03-08
0.944
best: 0.958 (BEN_Base+Refiner)
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior arXiv:2503.06100
3DonDIS-VD
MAE· 2025-03-08
0.03
best: 0.027 (BEN_Base+Refiner)
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior arXiv:2503.06100
3DonDIS-VD
S-Measure· 2025-03-08
0.916
best: 0.917 (BEN_Base+Refiner)
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior arXiv:2503.06100
3DonDIS-VD
max F-Measure· 2025-03-08
0.913
best: 0.923 (BEN_Base)
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior arXiv:2503.06100
3DonDIS-VD
weighted F-measure· 2025-03-08
0.873
best: 0.896 (BEN_Base+Refiner)
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior arXiv:2503.06100
2D ClassificationonDIS-TE4
E-measure· 2025-03-08
0.941
best: 0.944 (MVANet)
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior arXiv:2503.06100
2D ClassificationonDIS-TE4
max F-Measure· 2025-03-08
0.911
best: 0.912 (MVANet)
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior arXiv:2503.06100
2D ClassificationonDIS-VD
E-measure· 2025-03-08
0.944
best: 0.958 (BEN_Base+Refiner)
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior arXiv:2503.06100
2D ClassificationonDIS-VD
MAE· 2025-03-08
0.03
best: 0.027 (BEN_Base+Refiner)
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior arXiv:2503.06100
2D ClassificationonDIS-VD
S-Measure· 2025-03-08
0.916
best: 0.917 (BEN_Base+Refiner)
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior arXiv:2503.06100
2D ClassificationonDIS-VD
max F-Measure· 2025-03-08
0.913
best: 0.923 (BEN_Base)
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior arXiv:2503.06100
2D ClassificationonDIS-VD
weighted F-measure· 2025-03-08
0.873
best: 0.896 (BEN_Base+Refiner)
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior arXiv:2503.06100
2D Object DetectiononDIS-TE4
E-measure· 2025-03-08
0.941
best: 0.944 (MVANet)
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior arXiv:2503.06100
2D Object DetectiononDIS-TE4
max F-Measure· 2025-03-08
0.911
best: 0.912 (MVANet)
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior arXiv:2503.06100
2D Object DetectiononDIS-VD
E-measure· 2025-03-08
0.944
best: 0.958 (BEN_Base+Refiner)
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior arXiv:2503.06100
2D Object DetectiononDIS-VD
MAE· 2025-03-08
0.03
best: 0.027 (BEN_Base+Refiner)
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior arXiv:2503.06100
2D Object DetectiononDIS-VD
S-Measure· 2025-03-08
0.916
best: 0.917 (BEN_Base+Refiner)
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior arXiv:2503.06100
2D Object DetectiononDIS-VD
max F-Measure· 2025-03-08
0.913
best: 0.923 (BEN_Base)
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior arXiv:2503.06100
2D Object DetectiononDIS-VD
weighted F-measure· 2025-03-08
0.873
best: 0.896 (BEN_Base+Refiner)
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior arXiv:2503.06100
16konDIS-TE4
E-measure· 2025-03-08
0.941
best: 0.944 (MVANet)
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior arXiv:2503.06100
16konDIS-TE4
max F-Measure· 2025-03-08
0.911
best: 0.912 (MVANet)
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior arXiv:2503.06100
16konDIS-VD
E-measure· 2025-03-08
0.944
best: 0.958 (BEN_Base+Refiner)
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior arXiv:2503.06100
16konDIS-VD
MAE· 2025-03-08
0.03
best: 0.027 (BEN_Base+Refiner)
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior arXiv:2503.06100
16konDIS-VD
S-Measure· 2025-03-08
0.916
best: 0.917 (BEN_Base+Refiner)
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior arXiv:2503.06100
16konDIS-VD
max F-Measure· 2025-03-08
0.913
best: 0.923 (BEN_Base)
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior arXiv:2503.06100
16konDIS-VD
weighted F-measure· 2025-03-08
0.873
best: 0.896 (BEN_Base+Refiner)
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior arXiv:2503.06100

Computer Vision50 results

Object DetectiononDIS-TE4
MAE· 2025-03-08
0.037
SOTA
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior arXiv:2503.06100
Object DetectiononDIS-TE4
S-Measure· 2025-03-08
0.91
SOTA
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior arXiv:2503.06100
Object DetectiononDIS-TE4
weighted F-measure· 2025-03-08
0.867
SOTA
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior arXiv:2503.06100
Object DetectiononDIS-TE2
E-measure· 2025-03-08
0.947
SOTA
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior arXiv:2503.06100
Object DetectiononDIS-TE2
MAE· 2025-03-08
0.028
SOTA
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior arXiv:2503.06100
Object DetectiononDIS-TE2
S-Measure· 2025-03-08
0.924
SOTA
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior arXiv:2503.06100
Object DetectiononDIS-TE2
max F-Measure· 2025-03-08
0.921
SOTA
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior arXiv:2503.06100
Object DetectiononDIS-TE2
weighted F-measure· 2025-03-08
0.885
SOTA
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior arXiv:2503.06100
Object DetectiononDIS-TE1
E-measure· 2025-03-08
0.927
SOTA
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior arXiv:2503.06100
Object DetectiononDIS-TE1
MAE· 2025-03-08
0.031
SOTA
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior arXiv:2503.06100
Object DetectiononDIS-TE1
S-Measure· 2025-03-08
0.899
SOTA
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior arXiv:2503.06100
Object DetectiononDIS-TE1
max F-Measure· 2025-03-08
0.89
SOTA
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior arXiv:2503.06100
Object DetectiononDIS-TE1
weighted F-measure· 2025-03-08
0.846
SOTA
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior arXiv:2503.06100
Object DetectiononDIS-TE3
E-measure· 2025-03-08
0.957
SOTA
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior arXiv:2503.06100
Object DetectiononDIS-TE3
MAE· 2025-03-08
0.027
SOTA
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior arXiv:2503.06100
Object DetectiononDIS-TE3
S-Measure· 2025-03-08
0.928
SOTA
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior arXiv:2503.06100
Object DetectiononDIS-TE3
max F-Measure· 2025-03-08
0.936
SOTA
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior arXiv:2503.06100
Object DetectiononDIS-TE3
weighted F-measure· 2025-03-08
0.9
SOTA
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior arXiv:2503.06100
RGB Salient Object DetectiononDIS-TE4
MAE· 2025-03-08
0.037
SOTA
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior arXiv:2503.06100
RGB Salient Object DetectiononDIS-TE4
S-Measure· 2025-03-08
0.91
SOTA
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior arXiv:2503.06100
RGB Salient Object DetectiononDIS-TE4
weighted F-measure· 2025-03-08
0.867
SOTA
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior arXiv:2503.06100
RGB Salient Object DetectiononDIS-TE2
E-measure· 2025-03-08
0.947
SOTA
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior arXiv:2503.06100
RGB Salient Object DetectiononDIS-TE2
MAE· 2025-03-08
0.028
SOTA
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior arXiv:2503.06100
RGB Salient Object DetectiononDIS-TE2
S-Measure· 2025-03-08
0.924
SOTA
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior arXiv:2503.06100
RGB Salient Object DetectiononDIS-TE2
max F-Measure· 2025-03-08
0.921
SOTA
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior arXiv:2503.06100
RGB Salient Object DetectiononDIS-TE2
weighted F-measure· 2025-03-08
0.885
SOTA
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior arXiv:2503.06100
RGB Salient Object DetectiononDIS-TE1
E-measure· 2025-03-08
0.927
SOTA
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior arXiv:2503.06100
RGB Salient Object DetectiononDIS-TE1
MAE· 2025-03-08
0.031
SOTA
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior arXiv:2503.06100
RGB Salient Object DetectiononDIS-TE1
S-Measure· 2025-03-08
0.899
SOTA
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior arXiv:2503.06100
RGB Salient Object DetectiononDIS-TE1
max F-Measure· 2025-03-08
0.89
SOTA
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior arXiv:2503.06100
RGB Salient Object DetectiononDIS-TE1
weighted F-measure· 2025-03-08
0.846
SOTA
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior arXiv:2503.06100
RGB Salient Object DetectiononDIS-TE3
E-measure· 2025-03-08
0.957
SOTA
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior arXiv:2503.06100
RGB Salient Object DetectiononDIS-TE3
MAE· 2025-03-08
0.027
SOTA
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior arXiv:2503.06100
RGB Salient Object DetectiononDIS-TE3
S-Measure· 2025-03-08
0.928
SOTA
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior arXiv:2503.06100
RGB Salient Object DetectiononDIS-TE3
max F-Measure· 2025-03-08
0.936
SOTA
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior arXiv:2503.06100
RGB Salient Object DetectiononDIS-TE3
weighted F-measure· 2025-03-08
0.9
SOTA
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior arXiv:2503.06100
Object DetectiononDIS-TE4
E-measure· 2025-03-08
0.941
best: 0.944 (MVANet)
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior arXiv:2503.06100
Object DetectiononDIS-TE4
max F-Measure· 2025-03-08
0.911
best: 0.912 (MVANet)
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior arXiv:2503.06100
Object DetectiononDIS-VD
E-measure· 2025-03-08
0.944
best: 0.958 (BEN_Base+Refiner)
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior arXiv:2503.06100
Object DetectiononDIS-VD
MAE· 2025-03-08
0.03
best: 0.027 (BEN_Base+Refiner)
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior arXiv:2503.06100
Object DetectiononDIS-VD
S-Measure· 2025-03-08
0.916
best: 0.917 (BEN_Base+Refiner)
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior arXiv:2503.06100
Object DetectiononDIS-VD
max F-Measure· 2025-03-08
0.913
best: 0.923 (BEN_Base)
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior arXiv:2503.06100
Object DetectiononDIS-VD
weighted F-measure· 2025-03-08
0.873
best: 0.896 (BEN_Base+Refiner)
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior arXiv:2503.06100
RGB Salient Object DetectiononDIS-TE4
E-measure· 2025-03-08
0.941
best: 0.944 (MVANet)
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior arXiv:2503.06100
RGB Salient Object DetectiononDIS-TE4
max F-Measure· 2025-03-08
0.911
best: 0.912 (MVANet)
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior arXiv:2503.06100
RGB Salient Object DetectiononDIS-VD
E-measure· 2025-03-08
0.944
best: 0.958 (BEN_Base+Refiner)
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior arXiv:2503.06100
RGB Salient Object DetectiononDIS-VD
MAE· 2025-03-08
0.03
best: 0.027 (BEN_Base+Refiner)
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior arXiv:2503.06100
RGB Salient Object DetectiononDIS-VD
S-Measure· 2025-03-08
0.916
best: 0.917 (BEN_Base+Refiner)
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior arXiv:2503.06100
RGB Salient Object DetectiononDIS-VD
max F-Measure· 2025-03-08
0.913
best: 0.923 (BEN_Base)
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior arXiv:2503.06100
RGB Salient Object DetectiononDIS-VD
weighted F-measure· 2025-03-08
0.873
best: 0.896 (BEN_Base+Refiner)
Patch-Depth Fusion: Dichotomous Image Segmentation via Fine-Grained Patch Strategy and Depth Integrity-Prior arXiv:2503.06100