## New scores

| Model version | Model Name | Parameters | Dice Score (%) | N° Codes used | Codebook usage (%) |
| ------------- | ---------- | ---------- | :------------: | :-----------: | :----------------: |
|V3. : EMA updates
|| Model 300 | epochs=100, D= 64 , K= 512 , downsample = 4 , beta = 0.25 | 93.57 | x | 3.51 |
|| Model 301 | epochs=100, D= 64 , K= 512 , downsample = 8 , beta = 0.25 | 94.45 | x | 3.32 |
|| Model 302 | epochs=100, D= 64 , K= 256 , downsample = 8 , beta = 0.25 | 95.21 | x | 12.89 |
|| Model 303 | epochs=100, D= 64 , K= 128 , downsample = 8 , beta = 0.25 | 91.46 | x | 21.875 |
|V4. : Refit
|| Model 400 from 300 | epochs=50, D= 64 , K= 128 , downsample = 4 , beta = 0.25 | 94 | x | 56.25 |
|| Model 401 from 300 | epochs=50, D= 64 , K= 256 , downsample = 4 , beta = 0.25 | 94 | x | 50.78 |
|| Model 402 from 301 | epochs=50, D= 64 , K= 128 , downsample = 8 , beta = 0.25 | 96.4 | x | 61.7 |
|| Model 403 from 301 | epochs=50, D= 64 , K= 256 , downsample = 8 , beta = 0.25 | 96.3 | x | 33.2 |