Comparison between different popular loss functions in 3 scenarios:
- MNIST classification
- SemEval STS
- VoxCeleb1/VoxCeleb2 Speaker Verification
The following losses are compared:
- Cross Entropy
- Contrastive Loss (Siamese Network)
- Triplet Loss
- Center Loss
- CoCo Loss
- ArcFace Loss