Image Generation on LSUN Church v1 (test)
3.56FIDSF-DiVeQ
Evaluation Results
| Method | Links | |
|---|---|---|
| SF-DiVeQlearning rate=2.5·10−5, batch size=8, Codebook bits=102025.09 | 3.56 | |
| STElearning rate=2.5·10−5, batch size=8, Codebook bits=92025.09 | 3.74 | |
| EMAlearning rate=2.5·10−5, batch size=8, Codebook bits=102025.09 | 3.81 | |
| EMAlearning rate=2.5·10−5, batch size=8, Codebook bits=122025.09 | 3.88 | |
| DiVeQlearning rate=2.5·10−5, batch size=8, Codebook bits=102025.09 | 3.9 | |
| DiVeQlearning rate=2.5·10−5, batch size=8, Codebook bits=92025.09 | 3.92 | |
| SF-DiVeQlearning rate=2.5·10−5, batch size=8, Codebook bits=92025.09 | 3.99 | |
| STElearning rate=2.5·10−5, batch size=8, Codebook bits=102025.09 | 4.09 | |
| RTlearning rate=2.5·10−5, batch size=8, Codebook bits=122025.09 | 4.31 | |
| STElearning rate=2.5·10−5, batch size=8, Codebook bits=82025.09 | 4.33 | |
| SF-DiVeQlearning rate=2.5·10−5, batch size=8, Codebook bits=82025.09 | 4.35 | |
| EMAlearning rate=2.5·10−5, batch size=8, Codebook bits=92025.09 | 4.37 | |
| EMAlearning rate=2.5·10−5, batch size=8, Codebook bits=82025.09 | 4.39 | |
| SF-DiVeQlearning rate=2.5·10−5, batch size=8, Codebook bits=122025.09 | 4.4 | |
| DiVeQlearning rate=2.5·10−5, batch size=8, Codebook bits=82025.09 | 4.41 | |
| SF-DiVeQlearning rate=2.5·10−4, batch size=32, Codebook bits=122025.09 | 4.57 | |
| DiVeQlearning rate=2.5·10−5, batch size=8, Codebook bits=122025.09 | 4.58 | |
| STElearning rate=2.5·10−5, batch size=8, Codebook bits=122025.09 | 4.91 | |
| RTlearning rate=2.5·10−5, batch size=8, Codebook bits=102025.09 | 5.2 | |
| EMAlearning rate=2.5·10−4, batch size=32, Codebook bits=122025.09 | 5.24 | |
| STElearning rate=2.5·10−4, batch size=32, Codebook bits=102025.09 | 5.67 | |
| SF-DiVeQlearning rate=2.5·10−4, batch size=32, Codebook bits=92025.09 | 5.74 | |
| EMAlearning rate=2.5·10−4, batch size=32, Codebook bits=92025.09 | 5.84 | |
| STElearning rate=2.5·10−4, batch size=32, Codebook bits=122025.09 | 5.92 | |
| DiVeQlearning rate=2.5·10−4, batch size=32, Codebook bits=122025.09 | 6.11 | |
| EMAlearning rate=2.5·10−4, batch size=32, Codebook bits=102025.09 | 6.31 | |
| RTlearning rate=2.5·10−5, batch size=8, Codebook bits=92025.09 | 6.37 | |
| STElearning rate=2.5·10−4, batch size=32, Codebook bits=82025.09 | 6.69 | |
| EMAlearning rate=2.5·10−4, batch size=32, Codebook bits=82025.09 | 6.92 | |
| SF-DiVeQlearning rate=2.5·10−4, batch size=32, Codebook bits=82025.09 | 7.74 | |
| DiVeQlearning rate=2.5·10−4, batch size=32, Codebook bits=82025.09 | 7.91 | |
| DiVeQlearning rate=2.5·10−4, batch size=32, Codebook bits=102025.09 | 9.17 | |
| RTlearning rate=2.5·10−5, batch size=8, Codebook bits=82025.09 | 9.33 | |
| STElearning rate=2.5·10−4, batch size=32, Codebook bits=92025.09 | 9.92 | |
| SF-DiVeQlearning rate=2.5·10−4, batch size=32, Codebook bits=102025.09 | 10.9 | |
| ST-GSlearning rate=2.5·10−5, batch size=8, Codebook bits=122025.09 | 13.7 | |
| ST-GSlearning rate=2.5·10−5, batch size=8, Codebook bits=82025.09 | 24.4 | |
| ST-GSlearning rate=2.5·10−5, batch size=8, Codebook bits=102025.09 | 26.5 | |
| ST-GSlearning rate=2.5·10−5, batch size=8, Codebook bits=92025.09 | 26.9 | |
| NSVQlearning rate=2.5·10−4, batch size=32, Codebook bits=122025.09 | 47.8 | |
| ST-GSlearning rate=2.5·10−4, batch size=32, Codebook bits=82025.09 | 48.3 | |
| NSVQlearning rate=2.5·10−5, batch size=8, Codebook bits=122025.09 | 50.9 | |
| NSVQlearning rate=2.5·10−4, batch size=32, Codebook bits=102025.09 | 61.6 | |
| NSVQlearning rate=2.5·10−5, batch size=8, Codebook bits=102025.09 | 71.7 | |
| NSVQlearning rate=2.5·10−4, batch size=32, Codebook bits=92025.09 | 76.9 | |
| RTlearning rate=2.5·10−4, batch size=32, Codebook bits=82025.09 | 78.5 | |
| NSVQlearning rate=2.5·10−4, batch size=32, Codebook bits=82025.09 | 85.6 | |
| NSVQlearning rate=2.5·10−5, batch size=8, Codebook bits=92025.09 | 92.8 | |
| NSVQlearning rate=2.5·10−5, batch size=8, Codebook bits=82025.09 | 107 | |
| ST-GSlearning rate=2.5·10−4, batch size=32, Codebook bits=122025.09 | 108 | |
| RTlearning rate=2.5·10−4, batch size=32, Codebook bits=102025.09 | 134 | |
| RTlearning rate=2.5·10−4, batch size=32, Codebook bits=92025.09 | 142 | |
| DiVeQlearning rate=2.5·10−4, batch size=32, Codebook bits=92025.09 | 228 | |
| RTlearning rate=2.5·10−4, batch size=32, Codebook bits=122025.09 | 259 | |
| ST-GSlearning rate=2.5·10−4, batch size=32, Codebook bits=92025.09 | 259 |