Image Classification on CIFAR-100 Class-IL (5T)
69.36AccuracyBYOL (Joint)
Evaluation Results
| Method | Links | |
|---|---|---|
| BYOL (Joint)Base SSL=BYOL, Strategy=Joint2023.06 | 69.36 | |
| Barlow (Joint)Base SSL=Barlow, Strategy=Joint2023.06 | 68.99 | |
| VICReg (Joint)Base SSL=VICReg, Strategy=Joint2023.06 | 68.01 | |
| MoCo (Joint)Base SSL=MoCo, Strategy=Joint2023.06 | 66.9 | |
| SimCLR (Joint)Base SSL=SimCLR, Strategy=Joint2023.06 | 63.78 | |
| BYOL + PNRBase SSL=BYOL, Strategy=PNR2023.06 | 63.19 | |
| MoCo + PNRBase SSL=MoCo, Strategy=PNR2023.06 | 62.36 | |
| BYOL + CaSSLeBase SSL=BYOL, Strategy=CaSSLe2023.06 | 61.36 | |
| Barlow + PNRBase SSL=Barlow, Strategy=PNR2023.06 | 60.28 | |
| MoCo + CaSSLeBase SSL=MoCo, Strategy=CaSSLe2023.06 | 60.11 | |
| Barlow + CaSSLeBase SSL=Barlow, Strategy=CaSSLe2023.06 | 60.1 | |
| SimCLR + PNRBase SSL=SimCLR, Strategy=PNR2023.06 | 58.87 | |
| BYOL + Less-ForgetBase SSL=BYOL, Strategy=Less-Forget2023.06 | 58.6 | |
| Barlow + LUMPBase SSL=Barlow, Strategy=LUMP2023.06 | 57.8 | |
| SimCLR + CaSSLeBase SSL=SimCLR, Strategy=CaSSLe2023.06 | 57.73 | |
| Barlow + EWCBase SSL=Barlow, Strategy=EWC2023.06 | 56.7 | |
| VICReg + PNRBase SSL=VICReg, Strategy=PNR2023.06 | 56.47 | |
| BYOL + EWCBase SSL=BYOL, Strategy=EWC2023.06 | 56.4 | |
| BYOL + LUMPBase SSL=BYOL, Strategy=LUMP2023.06 | 56.4 | |
| Barlow + Less-ForgetBase SSL=Barlow, Strategy=Less-Forget2023.06 | 56.4 | |
| Barlow (FT)Base SSL=Barlow, Strategy=Fine-Tuning2023.06 | 55.81 | |
| Barlow + DERBase SSL=Barlow, Strategy=DER2023.06 | 55.3 | |
| BYOL + DERBase SSL=BYOL, Strategy=DER2023.06 | 54.8 | |
| SimCLR + EWCBase SSL=SimCLR, Strategy=EWC2023.06 | 53.6 | |
| VICReg + CaSSLeBase SSL=VICReg, Strategy=CaSSLe2023.06 | 53.13 | |
| SimCLR + Less-ForgetBase SSL=SimCLR, Strategy=Less-Forget2023.06 | 52.5 | |
| BYOL (FT)Base SSL=BYOL, Strategy=Fine-Tuning2023.06 | 52.43 | |
| VICReg (FT)Base SSL=VICReg, Strategy=Fine-Tuning2023.06 | 52.43 | |
| SimCLR + LUMPBase SSL=SimCLR, Strategy=LUMP2023.06 | 52.3 | |
| MoCo (FT)Base SSL=MoCo, Strategy=Fine-Tuning2023.06 | 51.95 | |
| SimCLR + DERBase SSL=SimCLR, Strategy=DER2023.06 | 50.7 | |
| SimCLR (FT)Base SSL=SimCLR, Strategy=Fine-Tuning2023.06 | 48.97 |