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Benchmarks
Text Clustering on Aggregate Suite (test)
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82.2
Macro Accuracy
Gold
45.28
54.865
64.45
74.035
Jun 19, 2024
Macro Accuracy
Micro Accuracy
Updated 4d ago
Evaluation Results
Method
Method
Links
Macro Accuracy
Micro Accuracy
Gold
Model=Qwen-2.5-72b-it,...
2024.06
82.2
83.8
Gold
Model=Qwen-2.5-72b-it,...
2024.06
80
81.6
Gold
Model=llama-3.1-8b-it,...
2024.06
71.7
71.2
ZeroDL
Model=Qwen-2.5-72b-it,...
2024.06
70
69.4
ZeroDL
Model=Qwen-2.5-72b-it,...
2024.06
68.1
67.5
KMeans
Model=SBERT
2024.06
65.6
67.5
Gold
Model=llama-3.1-8b-it,...
2024.06
65.1
66.7
ZeroDL
Model=llama-3.1-8b-it,...
2024.06
63.1
61.1
IDAS
Model=Qwen-2.5-72b-it,...
2024.06
62.7
61.7
IDAS
Model=Qwen-2.5-72b-it,...
2024.06
62.3
61.1
IDAS
Model=llama-3.1-8b-it,...
2024.06
56.4
56.2
ZeroDL
Model=llama-3.1-8b-it,...
2024.06
53.4
53.2
IDAS
Model=llama-3.1-8b-it,...
2024.06
53.2
53.9
KMeans
Model=TF-IDF
2024.06
46.7
48.8
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