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ResearchFormerly WizWand

Topic Classification on AGNews (Macro-F1)

88.07Macro-F1DC
60.520467.672774.82581.9773May 22, 2025
Updated 8mo ago

Evaluation results

MethodLinks
DCModel=Qwen, k-shot=162025.0588.07
SCModel=Mistral, k-shot=162025.0587.42
SCModel=Llama, k-shot=162025.0587.09
DCModel=Qwen, Shots=8-shot2025.0586.86
SCModel=Mistral, Shots=8-shot2025.0586.84
SCModel=Llama, Shots=8-shot2025.0586.01
SCModel=Qwen, k-shot=162025.0585.34
SCModel=Qwen, Shots=8-shot2025.0585.32
CCModel=Qwen, k-shot=162025.0585.3
CCModel=Qwen, Shots=8-shot2025.0582.27
Base LLMModel=Llama, k-shot=162025.0575.64
Base LLMModel=Llama, Shots=8-shot2025.0574.55
Base LLMModel=Mistral, k-shot=162025.0571.17
Base LLMModel=Mistral, Shots=8-shot2025.0570.59
BCModel=Qwen, k-shot=162025.0569.02
DCModel=Llama, Shots=8-shot2025.0565.73
DCModel=Llama, k-shot=162025.0565.54
BCModel=Qwen, Shots=8-shot2025.0565.36
CCModel=Llama, Shots=8-shot2025.0564.66
BCModel=Llama, k-shot=162025.0563.85
BCModel=Llama, Shots=8-shot2025.0563.78
CCModel=Llama, k-shot=162025.0563.73
BCModel=Mistral, k-shot=162025.0563.41
CCModel=Mistral, k-shot=162025.0563.38
Base LLMModel=Qwen, k-shot=162025.0563.1
DCModel=Mistral, k-shot=162025.0562.94
CCModel=Mistral, Shots=8-shot2025.0562.29
DCModel=Mistral, Shots=8-shot2025.0562.07
Base LLMModel=Qwen, Shots=8-shot2025.0562.06
BCModel=Mistral, Shots=8-shot2025.0561.58