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Models/CDB-loss (3D- ResNeXt101)

CDB-loss (3D- ResNeXt101)

Reported on 10 benchmarks across 5 tasks · 1 paper · 10 SOTA

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

Methodology6 results

Generalized Few-Shot ClassificationonEGTEA
Average Precision· 2020-10-05
63.86
SOTA
Class-Wise Difficulty-Balanced Loss for Solving Class-Imbalance arXiv:2010.01824
Generalized Few-Shot ClassificationonEGTEA
Average Recall· 2020-10-05
66.24
SOTA
Class-Wise Difficulty-Balanced Loss for Solving Class-Imbalance arXiv:2010.01824
Long-tail LearningonEGTEA
Average Precision· 2020-10-05
63.86
SOTA
Class-Wise Difficulty-Balanced Loss for Solving Class-Imbalance arXiv:2010.01824
Long-tail LearningonEGTEA
Average Recall· 2020-10-05
66.24
SOTA
Class-Wise Difficulty-Balanced Loss for Solving Class-Imbalance arXiv:2010.01824
Generalized Few-Shot LearningonEGTEA
Average Precision· 2020-10-05
63.86
SOTA
Class-Wise Difficulty-Balanced Loss for Solving Class-Imbalance arXiv:2010.01824
Generalized Few-Shot LearningonEGTEA
Average Recall· 2020-10-05
66.24
SOTA
Class-Wise Difficulty-Balanced Loss for Solving Class-Imbalance arXiv:2010.01824

Computer Vision4 results

Image ClassificationonEGTEA
Average Precision· 2020-10-05
63.86
SOTA
Class-Wise Difficulty-Balanced Loss for Solving Class-Imbalance arXiv:2010.01824
Image ClassificationonEGTEA
Average Recall· 2020-10-05
66.24
SOTA
Class-Wise Difficulty-Balanced Loss for Solving Class-Imbalance arXiv:2010.01824
Few-Shot Image ClassificationonEGTEA
Average Precision· 2020-10-05
63.86
SOTA
Class-Wise Difficulty-Balanced Loss for Solving Class-Imbalance arXiv:2010.01824
Few-Shot Image ClassificationonEGTEA
Average Recall· 2020-10-05
66.24
SOTA
Class-Wise Difficulty-Balanced Loss for Solving Class-Imbalance arXiv:2010.01824