Image Generation on AFHQ v1 (test)
5.12FIDEMA
Evaluation Results
| Method | Links | |
|---|---|---|
| EMAlearning rate=2.5·10−5, batch size=8, Codebook bits=82025.09 | 5.12 | |
| EMAlearning rate=2.5·10−5, batch size=8, Codebook bits=102025.09 | 5.23 | |
| STElearning rate=2.5·10−5, batch size=8, Codebook bits=92025.09 | 5.24 | |
| SF-DiVeQlearning rate=2.5·10−5, batch size=8, Codebook bits=92025.09 | 5.4 | |
| STElearning rate=2.5·10−5, batch size=8, Codebook bits=102025.09 | 5.41 | |
| STElearning rate=2.5·10−5, batch size=8, Codebook bits=82025.09 | 5.45 | |
| RTlearning rate=2.5·10−5, batch size=8, Codebook bits=122025.09 | 5.54 | |
| RTlearning rate=2.5·10−5, batch size=8, Codebook bits=102025.09 | 5.55 | |
| EMAlearning rate=2.5·10−5, batch size=8, Codebook bits=92025.09 | 5.56 | |
| DiVeQlearning rate=2.5·10−5, batch size=8, Codebook bits=92025.09 | 5.63 | |
| SF-DiVeQlearning rate=2.5·10−5, batch size=8, Codebook bits=82025.09 | 5.63 | |
| SF-DiVeQlearning rate=2.5·10−5, batch size=8, Codebook bits=102025.09 | 5.69 | |
| DiVeQlearning rate=2.5·10−5, batch size=8, Codebook bits=102025.09 | 5.78 | |
| DiVeQlearning rate=2.5·10−5, batch size=8, Codebook bits=82025.09 | 6.3 | |
| RTlearning rate=2.5·10−5, batch size=8, Codebook bits=92025.09 | 6.31 | |
| STElearning rate=2.5·10−5, batch size=8, Codebook bits=122025.09 | 6.48 | |
| STElearning rate=2.5·10−4, batch size=32, Codebook bits=92025.09 | 6.5 | |
| EMAlearning rate=2.5·10−4, batch size=32, Codebook bits=92025.09 | 6.6 | |
| EMAlearning rate=2.5·10−4, batch size=32, Codebook bits=82025.09 | 6.68 | |
| DiVeQlearning rate=2.5·10−4, batch size=32, Codebook bits=102025.09 | 6.75 | |
| DiVeQlearning rate=2.5·10−4, batch size=32, Codebook bits=92025.09 | 6.82 | |
| SF-DiVeQlearning rate=2.5·10−5, batch size=8, Codebook bits=122025.09 | 6.86 | |
| SF-DiVeQlearning rate=2.5·10−4, batch size=32, Codebook bits=102025.09 | 6.87 | |
| RTlearning rate=2.5·10−5, batch size=8, Codebook bits=82025.09 | 6.88 | |
| EMAlearning rate=2.5·10−4, batch size=32, Codebook bits=102025.09 | 6.89 | |
| EMAlearning rate=2.5·10−5, batch size=8, Codebook bits=122025.09 | 6.95 | |
| SF-DiVeQlearning rate=2.5·10−4, batch size=32, Codebook bits=92025.09 | 7.04 | |
| DiVeQlearning rate=2.5·10−5, batch size=8, Codebook bits=122025.09 | 7.33 | |
| DiVeQlearning rate=2.5·10−4, batch size=32, Codebook bits=82025.09 | 7.6 | |
| STElearning rate=2.5·10−4, batch size=32, Codebook bits=122025.09 | 7.91 | |
| SF-DiVeQlearning rate=2.5·10−4, batch size=32, Codebook bits=82025.09 | 7.95 | |
| SF-DiVeQlearning rate=2.5·10−4, batch size=32, Codebook bits=122025.09 | 8.39 | |
| DiVeQlearning rate=2.5·10−4, batch size=32, Codebook bits=122025.09 | 8.49 | |
| EMAlearning rate=2.5·10−4, batch size=32, Codebook bits=122025.09 | 8.59 | |
| ST-GSlearning rate=2.5·10−5, batch size=8, Codebook bits=122025.09 | 14.4 | |
| ST-GSlearning rate=2.5·10−5, batch size=8, Codebook bits=102025.09 | 20.9 | |
| ST-GSlearning rate=2.5·10−5, batch size=8, Codebook bits=92025.09 | 26.5 | |
| ST-GSlearning rate=2.5·10−5, batch size=8, Codebook bits=82025.09 | 31.3 | |
| NSVQlearning rate=2.5·10−4, batch size=32, Codebook bits=122025.09 | 45 | |
| NSVQlearning rate=2.5·10−5, batch size=8, Codebook bits=122025.09 | 47.1 | |
| NSVQlearning rate=2.5·10−4, batch size=32, Codebook bits=102025.09 | 53 | |
| RTlearning rate=2.5·10−4, batch size=32, Codebook bits=122025.09 | 56.3 | |
| NSVQlearning rate=2.5·10−4, batch size=32, Codebook bits=92025.09 | 64 | |
| NSVQlearning rate=2.5·10−4, batch size=32, Codebook bits=82025.09 | 70 | |
| NSVQlearning rate=2.5·10−5, batch size=8, Codebook bits=102025.09 | 72.2 | |
| NSVQlearning rate=2.5·10−5, batch size=8, Codebook bits=92025.09 | 81.3 | |
| NSVQlearning rate=2.5·10−5, batch size=8, Codebook bits=82025.09 | 92 | |
| ST-GSlearning rate=2.5·10−4, batch size=32, Codebook bits=122025.09 | 224 | |
| ST-GSlearning rate=2.5·10−4, batch size=32, Codebook bits=102025.09 | 231 | |
| RTlearning rate=2.5·10−4, batch size=32, Codebook bits=92025.09 | 248 | |
| STElearning rate=2.5·10−4, batch size=32, Codebook bits=82025.09 | 250 | |
| RTlearning rate=2.5·10−4, batch size=32, Codebook bits=82025.09 | 250 | |
| STElearning rate=2.5·10−4, batch size=32, Codebook bits=102025.09 | 253 | |
| RTlearning rate=2.5·10−4, batch size=32, Codebook bits=102025.09 | 288 | |
| ST-GSlearning rate=2.5·10−4, batch size=32, Codebook bits=82025.09 | 302 | |
| ST-GSlearning rate=2.5·10−4, batch size=32, Codebook bits=92025.09 | 509 |