ResLT

Reported on 5 benchmarks across 5 tasks · 1 paper

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

Methodology3 results

Generalized Few-Shot ClassificationonCIFAR-10-LT (ρ=10)
Error Rate· 2021-01-26
10.3
best: 5 (GLMC+MaxNorm (ResNet-34, channel x4))
ResLT: Residual Learning for Long-tailed Recognition arXiv:2101.10633
Long-tail LearningonCIFAR-10-LT (ρ=10)
Error Rate· 2021-01-26
10.3
best: 5 (GLMC+MaxNorm (ResNet-34, channel x4))
ResLT: Residual Learning for Long-tailed Recognition arXiv:2101.10633
Generalized Few-Shot LearningonCIFAR-10-LT (ρ=10)
Error Rate· 2021-01-26
10.3
best: 5 (GLMC+MaxNorm (ResNet-34, channel x4))
ResLT: Residual Learning for Long-tailed Recognition arXiv:2101.10633

Computer Vision2 results

Image ClassificationonCIFAR-10-LT (ρ=10)
Error Rate· 2021-01-26
10.3
best: 5 (GLMC+MaxNorm (ResNet-34, channel x4))
ResLT: Residual Learning for Long-tailed Recognition arXiv:2101.10633
Few-Shot Image ClassificationonCIFAR-10-LT (ρ=10)
Error Rate· 2021-01-26
10.3
best: 5 (GLMC+MaxNorm (ResNet-34, channel x4))
ResLT: Residual Learning for Long-tailed Recognition arXiv:2101.10633