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Benchmarks
Text Clustering on DBpedia B (test)
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99.7
Accuracy
Gold
55.5
66.975
78.45
89.925
Jun 19, 2024
Accuracy
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy
Gold
Model=Qwen-2.5-72b-it,...
2024.06
99.7
Gold
Model=Qwen-2.5-72b-it,...
2024.06
97.9
KMeans
Model=SBERT
2024.06
93.9
Gold
Model=llama-3.1-8b-it,...
2024.06
80.8
Gold
Model=llama-3.1-8b-it,...
2024.06
75.1
ZeroDL
Model=llama-3.1-8b-it,...
2024.06
68.1
IDAS
Model=llama-3.1-8b-it,...
2024.06
66.4
ZeroDL
Model=Qwen-2.5-72b-it,...
2024.06
65.4
ZeroDL
Model=Qwen-2.5-72b-it,...
2024.06
64.4
IDAS
Model=llama-3.1-8b-it,...
2024.06
64.1
KMeans
Model=TF-IDF
2024.06
62.8
IDAS
Model=Qwen-2.5-72b-it,...
2024.06
58.9
ZeroDL
Model=llama-3.1-8b-it,...
2024.06
58.5
IDAS
Model=Qwen-2.5-72b-it,...
2024.06
57.2
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