Clustering on Tiny-ImageNet (test)
40.5NMIProPos
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| ProPosBackbone=ResNet-182021.11 | 40.5 | 25.6 | 14.3 | |
| BYOLBackbone=ResNet-182021.11 | 36.5 | 19.9 | 10 | |
| SimSiamBackbone=ResNet-182021.11 | 35.1 | 20.3 | 9.4 | |
| PCLBackbone=ResNet-182021.11 | 35 | 15.9 | 8.7 | |
| GCCBackbone=ResNet-182021.11 | 34.7 | 13.8 | 7.5 | |
| MoCoBackbone=ResNet-182021.11 | 34.2 | 16 | 8 | |
| CC2020.09 | 34 | 14 | 7.1 | |
| CCBackbone=ResNet-182021.11 | 34 | 14 | 7.1 | |
| DRCProtocol=Best2020.08 | 32.1 | 13.9 | 5.6 | |
| DRCProtocol=Mean2020.08 | 31.5 | 13.2 | 5.3 | |
| PICAProtocol=Mean2020.08 | 27.7 | 9.4 | 1.6 | |
| PICAProtocol=Best2020.08 | 27.7 | 9.8 | 4 | |
| PICA2020.09 | 27.7 | 9.8 | 4 | |
| PICABackbone=ResNet-182021.11 | 27.7 | 9.8 | 4 | |
| DCCM2020.08 | 22.4 | 10.8 | 3.8 | |
| DCCM2020.09 | 22.4 | 10.8 | 3.8 | |
| DCCMBackbone=ResNet-182021.11 | 22.4 | 10.8 | 3.8 | |
| DAC2020.08 | 19 | 6.6 | 1.7 | |
| DAC2020.09 | 19 | 6.6 | 1.7 | |
| GAN2020.08 | 13.5 | 4.1 | 0.7 | |
| DCGAN2020.09 | 13.5 | 4.1 | 0.7 | |
| AE2020.08 | 13.1 | 4.1 | 0.7 | |
| AE2020.09 | 13.1 | 4.1 | 0.7 | |
| DAE2020.08 | 12.7 | 3.9 | 0.7 | |
| DAE2020.09 | 12.7 | 3.9 | 0.7 | |
| DEC2020.08 | 11.5 | 3.7 | 0.7 | |
| DEC2020.09 | 11.5 | 3.7 | 0.7 | |
| VAE2020.08 | 11.3 | 3.6 | 0.6 | |
| VAE2020.09 | 11.3 | 3.6 | 0.6 | |
| DeCNN2020.08 | 11.1 | 3.5 | 0.6 | |
| DeCNN2020.09 | 11.1 | 3.5 | 0.6 | |
| JULE2020.08 | 10.2 | 3.3 | 0.6 | |
| JULE2020.09 | 10.2 | 3.3 | 0.6 | |
| NMF2020.08 | 7.2 | 2.9 | 0.5 | |
| NMF2020.09 | 7.2 | 2.9 | 0.5 | |
| AC2020.08 | 6.9 | 2.7 | 0.5 | |
| AC2020.09 | 6.9 | 2.7 | 0.5 | |
| K-means2020.08 | 6.5 | 2.5 | 0.5 | |
| K-means2020.09 | 6.5 | 2.5 | 0.5 | |
| SC2020.08 | 6.3 | 2.2 | 0.4 | |
| SC2020.09 | 6.3 | 2.2 | 0.4 |