OTLM+CE (Resnet-32)

Reported on 5 benchmarks across 5 tasks

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-100-LT (ρ=100)
Error Rate
53.9
best: 10.9 (LPT)
Long-tail LearningonCIFAR-100-LT (ρ=100)
Error Rate
53.9
best: 10.9 (LPT)
Generalized Few-Shot LearningonCIFAR-100-LT (ρ=100)
Error Rate
53.9
best: 10.9 (LPT)

Computer Vision2 results

Image ClassificationonCIFAR-100-LT (ρ=100)
Error Rate
53.9
best: 10.9 (LPT)
Few-Shot Image ClassificationonCIFAR-100-LT (ρ=100)
Error Rate
53.9
best: 10.9 (LPT)