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Models/LBE

LBE

Reported on 20 benchmarks across 5 tasks

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

Methodology16 results

3DonNJU2K
Average MAE
0.153
best: 0.023 (DFormer-L)
3DonNJU2K
S-Measure
69.5
best: 93.7 (DFormer-L)
3DonNJU2K
max E-Measure
80.3
best: 96.4 (DFormer-L)
3DonNJU2K
max F-Measure
74.8
best: 94.6 (DFormer-L)
2D ClassificationonNJU2K
Average MAE
0.153
best: 0.023 (DFormer-L)
2D ClassificationonNJU2K
S-Measure
69.5
best: 93.7 (DFormer-L)
2D ClassificationonNJU2K
max E-Measure
80.3
best: 96.4 (DFormer-L)
2D ClassificationonNJU2K
max F-Measure
74.8
best: 94.6 (DFormer-L)
2D Object DetectiononNJU2K
Average MAE
0.153
best: 0.023 (DFormer-L)
2D Object DetectiononNJU2K
S-Measure
69.5
best: 93.7 (DFormer-L)
2D Object DetectiononNJU2K
max E-Measure
80.3
best: 96.4 (DFormer-L)
2D Object DetectiononNJU2K
max F-Measure
74.8
best: 94.6 (DFormer-L)
16konNJU2K
Average MAE
0.153
best: 0.023 (DFormer-L)
16konNJU2K
S-Measure
69.5
best: 93.7 (DFormer-L)
16konNJU2K
max E-Measure
80.3
best: 96.4 (DFormer-L)
16konNJU2K
max F-Measure
74.8
best: 94.6 (DFormer-L)

Computer Vision4 results

Object DetectiononNJU2K
Average MAE
0.153
best: 0.023 (DFormer-L)
Object DetectiononNJU2K
S-Measure
69.5
best: 93.7 (DFormer-L)
Object DetectiononNJU2K
max E-Measure
80.3
best: 96.4 (DFormer-L)
Object DetectiononNJU2K
max F-Measure
74.8
best: 94.6 (DFormer-L)