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Benchmarks
Skill Discovery on Skill-Discovery corpus
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70.7
MRR
Desc + SSL-Rich
56.764
60.382
64
67.618
Apr 27, 2026
MRR
NDCG@5
NDCG@10
Recall@10
Updated 1mo ago
Evaluation Results
Method
Method
Links
MRR
NDCG@5
NDCG@10
Recall@10
Desc + SSL-Rich
Embedded skill represe...
2026.04
70.7
72.7
75
89.6
Desc + SSL-Shallow
Embedded skill represe...
2026.04
69.8
71.6
73.7
87.3
Desc + SSL-Sched
Embedded skill represe...
2026.04
68
70.3
71.9
85.4
Full SKILL.md + SSL-Rich
Embedded skill represe...
2026.04
65.2
67.6
69.3
83.6
Full SKILL.md + SSL-Sched
Embedded skill represe...
2026.04
65.1
67
69.1
83.1
Full SKILL.md + SSL-Shallow
Embedded skill represe...
2026.04
64.3
66.6
68.5
83.1
Full SKILL.md
Embedded skill represe...
2026.04
60.2
61.6
64.3
79.4
Desc_only
Embedded skill represe...
2026.04
57.3
59.3
61
74.4
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