RCV1
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
RCV1 v2
69.7Macro-F1
68
RCV1 (test)
0.981Precision@100
45
RCV1 (test)
0.08Error Rate
24
RCV1 v2 (train)
0.023Training Loss
21
RCV1 v2 (val)
86.4Accuracy (Val)
21
RCV1 Depth 4 V2
65.73Micro-F1
20
RCV1 v2 (test)
87.31Micro-F1
20
RCV1 V2
87.6Micro-F1
18
RCV1 v2 (test)
521Perplexity
18
RCV1
83.3Micro-F1
15
rcv1 binary
95.9PA
15
RCV1-v2 processed (test)
602Perplexity
12
RCV1
685Perplexity
11
RCV1-10K
67.15ACC
10
rcv1 binary
87.8CPU Score
10
rcv1.binary (test)
0.824CPU Score
10
RCV1 UCI repository (test)
-46.12Average Log-Likelihood (nats)
9
RCV1
97.05Precision@1
8
RCV1 (test)
46.1Negative Log-Likelihood
8
RCV1
9.33Error Rate
8
RCV1
0.14Avg Topic Coherence
8
RCV1
0.35Purity
6
RCV1
27Iterations
5
RCV1
150Iterations
5
RCV1
8Iterations
5