Object Classification on ImageNet ILSVRC (test)
50.5Top-1 AccuracySupervised
Evaluation Results
| Method | Links | |
|---|---|---|
| SupervisedFrozen Layer=conv52017.08 | 50.5 | |
| SupervisedFrozen Layer=conv42017.08 | 48.3 | |
| SupervisedFrozen Layer=conv32017.08 | 44.2 | |
| SupervisedFrozen Layer=conv22017.08 | 36.3 | |
| Split-BrainFrozen Layer=conv32017.08 | 35.4 | |
| Split-BrainFrozen Layer=conv42017.08 | 35.2 | |
| CountingFrozen Layer=conv32017.08 | 34.3 | |
| JigsawFrozen Layer=conv32017.08 | 34 | |
| JigsawFrozen Layer=conv42017.08 | 33.9 | |
| Split-BrainFrozen Layer=conv52017.08 | 32.8 | |
| CountingFrozen Layer=conv42017.08 | 32.5 | |
| ContextFrozen Layer=conv42017.08 | 31.7 | |
| ColorizationFrozen Layer=conv42017.08 | 31.5 | |
| AdversarialFrozen Layer=conv32017.08 | 31 | |
| CountingFrozen Layer=conv22017.08 | 30.6 | |
| ColorizationFrozen Layer=conv32017.08 | 30.4 | |
| ColorizationFrozen Layer=conv52017.08 | 30.3 | |
| ContextFrozen Layer=conv32017.08 | 30.2 | |
| AdversarialFrozen Layer=conv42017.08 | 29.9 | |
| ContextFrozen Layer=conv52017.08 | 29.6 | |
| Split-BrainFrozen Layer=conv22017.08 | 29.3 | |
| JigsawFrozen Layer=conv22017.08 | 28.8 | |
| AdversarialFrozen Layer=conv52017.08 | 28 | |
| JigsawFrozen Layer=conv52017.08 | 27.1 | |
| CountingFrozen Layer=conv52017.08 | 25.7 | |
| AdversarialFrozen Layer=conv22017.08 | 24.5 | |
| ColorizationFrozen Layer=conv22017.08 | 24.5 | |
| ContextFrozen Layer=conv22017.08 | 23.3 | |
| ContextEncoderFrozen Layer=conv32017.08 | 21 | |
| ContextEncoderFrozen Layer=conv22017.08 | 20.7 | |
| ContextEncoderFrozen Layer=conv42017.08 | 19.8 | |
| SupervisedFrozen Layer=conv12017.08 | 19.3 | |
| JigsawFrozen Layer=conv12017.08 | 18.2 | |
| CountingFrozen Layer=conv12017.08 | 18 | |
| AdversarialFrozen Layer=conv12017.08 | 17.7 | |
| Split-BrainFrozen Layer=conv12017.08 | 17.7 | |
| RandomFrozen Layer=conv22017.08 | 17.1 | |
| RandomFrozen Layer=conv32017.08 | 16.9 | |
| RandomFrozen Layer=conv42017.08 | 16.3 | |
| ContextFrozen Layer=conv12017.08 | 16.2 | |
| ContextEncoderFrozen Layer=conv52017.08 | 15.5 | |
| RandomFrozen Layer=conv52017.08 | 14.1 | |
| ContextEncoderFrozen Layer=conv12017.08 | 14.1 | |
| ColorizationFrozen Layer=conv12017.08 | 12.5 | |
| RandomFrozen Layer=conv12017.08 | 11.6 |