diff --git a/docs/Examples/MNISTAdd.rst b/docs/Examples/MNISTAdd.rst index 70d92ca..aa88d7b 100644 --- a/docs/Examples/MNISTAdd.rst +++ b/docs/Examples/MNISTAdd.rst @@ -387,11 +387,11 @@ We present the results of ABL as follows, which include the reasoning accuracy ( +--------------+----------+------------------------------+ | Method | Accuracy | Time to achieve the Acc. (s) | +==============+==========+==============================+ - | NeurASP | 0.964 | 354 | + | NeurASP | 0.962 | 966 | +--------------+----------+------------------------------+ - | DeepProbLog | 0.965 | 1965 | + | DeepProbLog | 0.971 | 2045 | +--------------+----------+------------------------------+ - | DeepStochLog | 0.975 | 727 | + | DeepStochLog | 0.975 | 257 | +--------------+----------+------------------------------+ - | ABL | 0.980 | 42 | + | ABL | 0.981 | 47 | +--------------+----------+------------------------------+ diff --git a/examples/mnist_add/README.md b/examples/mnist_add/README.md index 390c265..8aebe39 100644 --- a/examples/mnist_add/README.md +++ b/examples/mnist_add/README.md @@ -58,7 +58,7 @@ We present the results of ABL as follows, which include the reasoning accuracy ( | Method | Accuracy | Time to achieve the Acc. (s) | | :----------: | :------: | :--------------------------: | -| NeurASP | 0.964 | 354 | -| DeepProbLog | 0.965 | 1965 | -| DeepStochLog | 0.975 | 727 | -| ABL | 0.980 | 42 | \ No newline at end of file +| NeurASP | 0.962 | 966 | +| DeepProbLog | 0.971 | 2045 | +| DeepStochLog | 0.975 | 257 | +| ABL | 0.981 | 47 | \ No newline at end of file diff --git a/examples/mnist_add/mnist_add.ipynb b/examples/mnist_add/mnist_add.ipynb index 502dd50..d654f81 100644 --- a/examples/mnist_add/mnist_add.ipynb +++ b/examples/mnist_add/mnist_add.ipynb @@ -481,10 +481,10 @@ "source": [ "| Method | Accuracy | Time to achieve the Acc. (s) |\n", "| :----------: | :------: | :--------------------------: |\n", - "| NeurASP | 0.964 | 354 |\n", - "| DeepProbLog | 0.965 | 1965 |\n", - "| DeepStochLog | 0.975 | 727 |\n", - "| ABL | 0.980 | 42 |" + "| NeurASP | 0.962 | 966 |\n", + "| DeepProbLog | 0.971 | 2045 |\n", + "| DeepStochLog | 0.975 | 257 |\n", + "| ABL | 0.981 | 47 |" ] } ],