Image Classification on ImageNet-LT Forward Shifted (test)
65.82Top-1 AccuracyDiVE
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| DiVETraining epochs=90, Post-compensation=true2021.03 | 65.82 | — | — | — | — | — | |
| DiVETraining epochs=90, Post-compensation=true2021.03 | 63.56 | — | — | — | — | — | |
| BSCETraining epochs=90, Post-compensation=true2021.03 | 63.31 | — | — | — | — | — | |
| DiVETraining epochs=90, Post-compensation=false2021.03 | 62.61 | — | — | — | — | — | |
| CETraining epochs=90, Post-compensation=true2021.03 | 61.91 | — | — | — | — | — | |
| CETraining epochs=90, Post-compensation=false2021.03 | 61.67 | — | — | — | — | — | |
| DiVETraining epochs=90, Post-compensation=false2021.03 | 61.44 | — | — | — | — | — | |
| BSCETraining epochs=90, Post-compensation=true2021.03 | 61.32 | — | — | — | — | — | |
| DiVETraining epochs=90, Post-compensation=true2021.03 | 60.7 | — | — | — | — | — | |
| CETraining epochs=90, Post-compensation=true2021.03 | 59.8 | — | — | — | — | — | |
| DiVETraining epochs=90, Post-compensation=false2021.03 | 59.73 | — | — | — | — | — | |
| CETraining epochs=90, Post-compensation=false2021.03 | 59.48 | — | — | — | — | — | |
| BSCETraining epochs=90, Post-compensation=false2021.03 | 59.46 | — | — | — | — | — | |
| BSCETraining epochs=90, Post-compensation=false2021.03 | 58.51 | — | — | — | — | — | |
| DiVETraining epochs=90, Post-compensation=true2021.03 | 58.38 | — | — | — | — | — | |
| BSCETraining epochs=90, Post-compensation=true2021.03 | 58.16 | — | — | — | — | — | |
| DiVETraining epochs=90, Post-compensation=false2021.03 | 58.06 | — | — | — | — | — | |
| BSCETraining epochs=90, Post-compensation=false2021.03 | 56.64 | — | — | — | — | — | |
| CETraining epochs=90, Post-compensation=true2021.03 | 56.6 | — | — | — | — | — | |
| CETraining epochs=90, Post-compensation=false2021.03 | 56.01 | — | — | — | — | — | |
| BSCETraining epochs=90, Post-compensation=true2021.03 | 55.72 | — | — | — | — | — | |
| DiVETraining epochs=90, Post-compensation=false2021.03 | 55.4 | — | — | — | — | — | |
| DiVETraining epochs=90, Post-compensation=true2021.03 | 55.17 | — | — | — | — | — | |
| BSCETraining epochs=90, Post-compensation=false2021.03 | 54.94 | — | — | — | — | — | |
| CETraining epochs=90, Post-compensation=true2021.03 | 54.39 | — | — | — | — | — | |
| CETraining epochs=90, Post-compensation=false2021.03 | 52.84 | — | — | — | — | — | |
| BSCETraining epochs=90, Post-compensation=true2021.03 | 52.55 | — | — | — | — | — | |
| BSCETraining epochs=90, Post-compensation=false2021.03 | 52.5 | — | — | — | — | — | |
| CETraining epochs=90, Post-compensation=true2021.03 | 51.39 | — | — | — | — | — | |
| CETraining epochs=90, Post-compensation=false2021.03 | 48.07 | — | — | — | — | — | |
| Balanced SoftmaxPost-prior Correction (PC)=false, Training Epochs=1802020.12 | — | 62.5 | 60.9 | 58.8 | 57 | 54.4 | |
| Causal NormPost-prior Correction (PC)=false, Training Epochs=1802020.12 | — | 64.1 | 62.5 | 60.1 | 57.8 | 54.6 | |
| LADEPost-prior Correction (PC)=implicit, Training Epochs=1802020.12 | — | 67.4 | 64.8 | 61.3 | 58.6 | 55.2 | |
| PC Balanced SoftmaxPost-prior Correction (PC)=true, Training Epochs=1802020.12 | — | 65.5 | 63.1 | 59.9 | 57.3 | 54.3 | |
| PC Causal NormPost-prior Correction (PC)=true, Training Epochs=1802020.12 | — | 66.7 | 64.3 | 60.9 | 58.1 | 54.6 | |
| PC SoftmaxPost-prior Correction (PC)=true, Training Epochs=1802020.12 | — | 66.6 | 63.9 | 60.6 | 58.1 | 55 | |
| SoftmaxPost-prior Correction (PC)=false, Training Epochs=1802020.12 | — | 66.3 | 63.9 | 60.4 | 57.1 | 52.3 |