MSNBC
Benchmarks
TaskDatasetSOTA resultTrendResults
MSNBC
93.9Micro F1
36
MSNBC out-of-domain (test)
94.3Micro F1 (InKB)
18
MSNBC (test)
97.1F1 Score
14
MSNBC (test)
96.3Micro F1
13
MSNBC Randomly-perturbed (test)
-8.13Log-likelihood
9
MSNBC Adversarially-perturbed Ta (test)
-8.45Log-Likelihood
9
MSNBC
93.2F1 Score
8
MSNBC Original T (test)
-6.43Log-likelihood
7
MSNBC
97.1Accuracy
7
msnbc discrete (test)
-6.03Log-Likelihood
7
MSNBC (MSB) (test)
83.4Micro F1
7
MSNBC (test)
97Accuracy
6
MSNBC (out-of-domain)
73.7InKB Micro F1
6
msnbc
0.177Runtime (s)
5
msnbc 25% query size
0.184Runtime (s)
5
msnbc 50% query size
0.182Runtime (seconds)
5
MSNBC
89.7OAC
5
MSNBC (test)
17Count (N=1)
4
MSNBC (test)
96.74Recall@10
3