Share your thoughts, 1 month free Claude Pro on us
See more
Home
/
Benchmarks
Novel-class discovery on PHOEBI (LOOCV)
Loading...
50.2
Cluster Accuracy
Sinkhorn-Knopp
9.432
20.016
30.6
41.184
Jun 22, 2026
Cluster Accuracy
Recall
Purity
Delta F1 (Known)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Cluster Accuracy
Recall
Purity
Delta F1 (Known)
Sinkhorn-Knopp
K=1, n_proto=1.0
2026.06
50.2
50.2
100
3.1
Greedy cosine
theta=0.7, m=>=50, n_p...
2026.06
44.3
45.5
97.7
37.7
Sinkhorn-Knopp
K=2, n_proto=2.0
2026.06
39.7
49.5
78.9
8.3
Sinkhorn-Knopp
K=6, n_proto=6.0
2026.06
33.8
45.5
75.7
24.5
Sinkhorn-Knopp
K=4, n_proto=4.0
2026.06
32.2
56.7
57.9
19.7
SK K=1 + Cr-KD distillation
K=1, n_proto=1.0
2026.06
11
11
100
3
Feedback
Search any
task
Search any
task