Image Classification on ImageNet-LT Backward Shifted (test)
49.42Top-1 AccDiVE
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| DiVETraining epochs=90, Post-compensation=true2021.03 | 49.42 | — | — | — | — | — | — | |
| DiVETraining epochs=90, Post-compensation=true2021.03 | 49.29 | — | — | — | — | — | — | |
| DiVETraining epochs=90, Post-compensation=true2021.03 | 49.15 | — | — | — | — | — | — | |
| BSCETraining epochs=90, Post-compensation=true2021.03 | 47.09 | — | — | — | — | — | — | |
| BSCETraining epochs=90, Post-compensation=true2021.03 | 46.81 | — | — | — | — | — | — | |
| BSCETraining epochs=90, Post-compensation=true2021.03 | 46.74 | — | — | — | — | — | — | |
| DiVETraining epochs=90, Post-compensation=false2021.03 | 45.69 | — | — | — | — | — | — | |
| CETraining epochs=90, Post-compensation=true2021.03 | 45.57 | — | — | — | — | — | — | |
| CETraining epochs=90, Post-compensation=true2021.03 | 45.41 | — | — | — | — | — | — | |
| CETraining epochs=90, Post-compensation=true2021.03 | 45.03 | — | — | — | — | — | — | |
| BSCETraining epochs=90, Post-compensation=false2021.03 | 43.18 | — | — | — | — | — | — | |
| DiVETraining epochs=90, Post-compensation=false2021.03 | 43.17 | — | — | — | — | — | — | |
| DiVETraining epochs=90, Post-compensation=false2021.03 | 41.55 | — | — | — | — | — | — | |
| BSCETraining epochs=90, Post-compensation=false2021.03 | 40.89 | — | — | — | — | — | — | |
| BSCETraining epochs=90, Post-compensation=false2021.03 | 39.31 | — | — | — | — | — | — | |
| CETraining epochs=90, Post-compensation=false2021.03 | 30.7 | — | — | — | — | — | — | |
| CETraining epochs=90, Post-compensation=false2021.03 | 26.54 | — | — | — | — | — | — | |
| CETraining epochs=90, Post-compensation=false2021.03 | 23.95 | — | — | — | — | — | — | |
| Balanced SoftmaxPost-prior Correction (PC)=false, Training Epochs=1802020.12 | — | 0.496 | 0.465 | 0.441 | 0.414 | 0.397 | — | |
| BSCETraining epochs=90, Post-compensation=false2021.03 | — | — | — | — | — | — | 0.4824 | |
| BSCETraining epochs=90, Post-compensation=true2021.03 | — | — | — | — | — | — | 0.4873 | |
| BSCETraining epochs=90, Post-compensation=false2021.03 | — | — | — | — | — | — | 0.4529 | |
| BSCETraining epochs=90, Post-compensation=true2021.03 | — | — | — | — | — | — | 0.4748 | |
| Causal NormPost-prior Correction (PC)=false, Training Epochs=1802020.12 | — | 0.493 | 0.458 | 0.434 | 0.404 | 0.384 | — | |
| CETraining epochs=90, Post-compensation=false2021.03 | — | — | — | — | — | — | 0.3966 | |
| CETraining epochs=90, Post-compensation=true2021.03 | — | — | — | — | — | — | 0.4771 | |
| CETraining epochs=90, Post-compensation=false2021.03 | — | — | — | — | — | — | 0.3435 | |
| CETraining epochs=90, Post-compensation=true2021.03 | — | — | — | — | — | — | 0.462 | |
| DiVETraining epochs=90, Post-compensation=false2021.03 | — | — | — | — | — | — | 0.5088 | |
| DiVETraining epochs=90, Post-compensation=true2021.03 | — | — | — | — | — | — | 0.5139 | |
| DiVETraining epochs=90, Post-compensation=false2021.03 | — | — | — | — | — | — | 0.4787 | |
| DiVETraining epochs=90, Post-compensation=true2021.03 | — | — | — | — | — | — | 0.4997 | |
| LADEPost-prior Correction (PC)=implicit, Training Epochs=1802020.12 | — | 0.512 | 0.498 | 0.492 | 0.493 | 0.5 | — | |
| PC Balanced SoftmaxPost-prior Correction (PC)=true, Training Epochs=1802020.12 | — | 0.502 | 0.488 | 0.483 | 0.485 | 0.49 | — | |
| PC Causal NormPost-prior Correction (PC)=true, Training Epochs=1802020.12 | — | 0.498 | 0.479 | 0.47 | 0.467 | 0.467 | — | |
| PC SoftmaxPost-prior Correction (PC)=true, Training Epochs=1802020.12 | — | 0.51 | 0.493 | 0.488 | 0.485 | 0.49 | — | |
| SoftmaxPost-prior Correction (PC)=false, Training Epochs=1802020.12 | — | 0.442 | 0.389 | 0.35 | 0.305 | 0.279 | — |