Image Generation on LSUN Bedroom v1 (test)
4.87FIDDiVeQ
Evaluation Results
| Method | Links | |
|---|---|---|
| DiVeQlearning rate=2.5·10−5, batch size=8, Codebook bits=92025.09 | 4.87 | |
| STElearning rate=2.5·10−5, batch size=8, Codebook bits=92025.09 | 4.89 | |
| STElearning rate=2.5·10−5, batch size=8, Codebook bits=102025.09 | 4.96 | |
| EMAlearning rate=2.5·10−5, batch size=8, Codebook bits=122025.09 | 5.13 | |
| RTlearning rate=2.5·10−5, batch size=8, Codebook bits=122025.09 | 5.18 | |
| STElearning rate=2.5·10−5, batch size=8, Codebook bits=82025.09 | 5.27 | |
| EMAlearning rate=2.5·10−5, batch size=8, Codebook bits=92025.09 | 5.36 | |
| DiVeQlearning rate=2.5·10−5, batch size=8, Codebook bits=102025.09 | 5.4 | |
| SF-DiVeQlearning rate=2.5·10−5, batch size=8, Codebook bits=102025.09 | 5.4 | |
| EMAlearning rate=2.5·10−5, batch size=8, Codebook bits=102025.09 | 5.56 | |
| DiVeQlearning rate=2.5·10−5, batch size=8, Codebook bits=82025.09 | 5.71 | |
| SF-DiVeQlearning rate=2.5·10−5, batch size=8, Codebook bits=82025.09 | 5.96 | |
| SF-DiVeQlearning rate=2.5·10−5, batch size=8, Codebook bits=92025.09 | 6.01 | |
| EMAlearning rate=2.5·10−5, batch size=8, Codebook bits=82025.09 | 6.04 | |
| SF-DiVeQlearning rate=2.5·10−4, batch size=32, Codebook bits=102025.09 | 6.36 | |
| STElearning rate=2.5·10−4, batch size=32, Codebook bits=102025.09 | 6.38 | |
| DiVeQlearning rate=2.5·10−4, batch size=32, Codebook bits=102025.09 | 6.58 | |
| RTlearning rate=2.5·10−5, batch size=8, Codebook bits=102025.09 | 6.69 | |
| SF-DiVeQlearning rate=2.5·10−4, batch size=32, Codebook bits=92025.09 | 6.69 | |
| SF-DiVeQlearning rate=2.5·10−4, batch size=32, Codebook bits=82025.09 | 7.16 | |
| DiVeQlearning rate=2.5·10−4, batch size=32, Codebook bits=82025.09 | 7.34 | |
| STElearning rate=2.5·10−5, batch size=8, Codebook bits=122025.09 | 7.54 | |
| SF-DiVeQlearning rate=2.5·10−4, batch size=32, Codebook bits=122025.09 | 7.62 | |
| SF-DiVeQlearning rate=2.5·10−5, batch size=8, Codebook bits=122025.09 | 7.79 | |
| DiVeQlearning rate=2.5·10−5, batch size=8, Codebook bits=122025.09 | 7.94 | |
| STElearning rate=2.5·10−4, batch size=32, Codebook bits=122025.09 | 8.04 | |
| EMAlearning rate=2.5·10−4, batch size=32, Codebook bits=82025.09 | 8.05 | |
| RTlearning rate=2.5·10−5, batch size=8, Codebook bits=92025.09 | 8.65 | |
| DiVeQlearning rate=2.5·10−4, batch size=32, Codebook bits=122025.09 | 9.03 | |
| RTlearning rate=2.5·10−5, batch size=8, Codebook bits=82025.09 | 17.4 | |
| ST-GSlearning rate=2.5·10−5, batch size=8, Codebook bits=122025.09 | 23 | |
| RTlearning rate=2.5·10−4, batch size=32, Codebook bits=122025.09 | 25.5 | |
| ST-GSlearning rate=2.5·10−5, batch size=8, Codebook bits=82025.09 | 35.9 | |
| ST-GSlearning rate=2.5·10−5, batch size=8, Codebook bits=102025.09 | 36.4 | |
| ST-GSlearning rate=2.5·10−5, batch size=8, Codebook bits=92025.09 | 37.2 | |
| NSVQlearning rate=2.5·10−5, batch size=8, Codebook bits=122025.09 | 37.5 | |
| NSVQlearning rate=2.5·10−4, batch size=32, Codebook bits=122025.09 | 37.5 | |
| RTlearning rate=2.5·10−4, batch size=32, Codebook bits=102025.09 | 42.9 | |
| NSVQlearning rate=2.5·10−4, batch size=32, Codebook bits=102025.09 | 44 | |
| NSVQlearning rate=2.5·10−5, batch size=8, Codebook bits=102025.09 | 45.6 | |
| NSVQlearning rate=2.5·10−4, batch size=32, Codebook bits=92025.09 | 50.1 | |
| NSVQlearning rate=2.5·10−5, batch size=8, Codebook bits=92025.09 | 50.5 | |
| RTlearning rate=2.5·10−4, batch size=32, Codebook bits=92025.09 | 53.5 | |
| NSVQlearning rate=2.5·10−4, batch size=32, Codebook bits=82025.09 | 61.5 | |
| STElearning rate=2.5·10−4, batch size=32, Codebook bits=92025.09 | 67.5 | |
| NSVQlearning rate=2.5·10−5, batch size=8, Codebook bits=82025.09 | 67.8 | |
| ST-GSlearning rate=2.5·10−4, batch size=32, Codebook bits=82025.09 | 172 | |
| ST-GSlearning rate=2.5·10−4, batch size=32, Codebook bits=102025.09 | 187 | |
| ST-GSlearning rate=2.5·10−4, batch size=32, Codebook bits=122025.09 | 210 | |
| ST-GSlearning rate=2.5·10−4, batch size=32, Codebook bits=92025.09 | 223 | |
| STElearning rate=2.5·10−4, batch size=32, Codebook bits=82025.09 | 225 | |
| RTlearning rate=2.5·10−4, batch size=32, Codebook bits=82025.09 | 255 | |
| DiVeQlearning rate=2.5·10−4, batch size=32, Codebook bits=92025.09 | 347 | |
| EMAlearning rate=2.5·10−4, batch size=32, Codebook bits=92025.09 | 584 | |
| EMAlearning rate=2.5·10−4, batch size=32, Codebook bits=102025.09 | 584 | |
| EMAlearning rate=2.5·10−4, batch size=32, Codebook bits=122025.09 | 584 |