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Benchmarks
Text Classification on AG News In-Domain
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84.4
Accuracy
Few-shot*
47.376
56.988
66.6
76.212
Sep 26, 2025
Accuracy
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy
Few-shot*
Model=Qwen3-32B
2025.09
84.4
ICR
Model=Qwen3-32B
2025.09
81.6
I2CL
Model=Qwen3-32B
2025.09
78.4
FV
Model=Qwen3-32B
2025.09
74.6
Few-shot*
Model=Llama3.1-70B
2025.09
70.8
Zero-shot
Model=Qwen3-32B
2025.09
69.8
ICR
Model=Llama3.1-70B
2025.09
66.4
I2CL
Model=Llama3.1-70B
2025.09
62.6
FV
Model=Llama3.1-70B
2025.09
52.4
Zero-shot
Model=Llama3.1-70B
2025.09
48.8
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