Long-tail Classification on mini-ImageNet-LT (val)
68.3Acc (Many)CosineCE + TailCalibX
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| CosineCE + TailCalibXType=Ours2021.11 | 68.3 | 34.3 | 29.4 | 44.73 | |
| CosineCE + TailCalibType=Ours2021.11 | 68.05 | 32.59 | 25.13 | 42.77 | |
| CBDType=Distillation2021.11 | 67.34 | 35 | 23.06 | 42.74 | |
| MODALSType=Generation2021.11 | 66.62 | 28.65 | 11.06 | 36.67 | |
| cRTType=Decouple2021.11 | 66 | 31.99 | 29.3 | 43.09 | |
| CosineCEType=Baseline2021.11 | 65.45 | 29.37 | 8.6 | 35.77 | |
| mixupType=Generation2021.11 | 64.71 | 27.51 | 8.1 | 34.72 | |
| CEType=Baseline2021.11 | 57.77 | 29.42 | 8.06 | 32.94 |