clementchadebec
/

reproduced_svae

reproducibility

Model card Files Files and versions Community

clementchadebec commited on Aug 19, 2022

Commit

3f3d755

·

1 Parent(s): 276f430

Update README.md

Files changed (1) hide show

README.md +1 -1

README.md CHANGED Viewed

@@ -17,6 +17,6 @@ This trained model reproduces the results of Table 1 in [1].
 | Model | Dataset | Metric | Obtained value | Reference value |
 |:---:|:---:|:---:|:---:|:---:|
-| SVAE | Dyn. Binarized MNIST | NLL (500 IS) | 93. (0.01) | 93.16 (0.31) |
 [1] Tim R Davidson, Luca Falorsi, Nicola De Cao, Thomas Kipf, and Jakub M Tomczak. Hyperspherical variational auto-encoders. In 34th Conference on Uncertainty in Artificial Intelligence 2018, UAI 2018, pages 856–865. Association For Uncertainty in Artificial Intelligence (AUAI), 2018.

 | Model | Dataset | Metric | Obtained value | Reference value |
 |:---:|:---:|:---:|:---:|:---:|
+| SVAE | Dyn. Binarized MNIST | NLL (500 IS) | 93.27 (0.69) | 93.16 (0.31) |
 [1] Tim R Davidson, Luca Falorsi, Nicola De Cao, Thomas Kipf, and Jakub M Tomczak. Hyperspherical variational auto-encoders. In 34th Conference on Uncertainty in Artificial Intelligence 2018, UAI 2018, pages 856–865. Association For Uncertainty in Artificial Intelligence (AUAI), 2018.