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ResearchFormerly WizWand

Text Classification on AG

95.5AccuracyRoBERTa_BASE + UniDrop
67.31674.63381.9589.267Apr 11, 2021Jan 7, 2022Oct 6, 2022Jul 4, 2023Apr 1, 2024Dec 28, 2024Sep 26, 2025
Updated 4mo ago

Evaluation results

MethodLinks
RoBERTa_BASE + UniDropvariant=BASE, regularization=UniDrop2021.0495.5
RoBERTa_BASEvariant=BASE2021.0495.1
ULMFiT2021.0494.99
BERT_BASEvariant=BASE2021.0494.75
DPCNN2021.0493.13
VDCNN2021.0491.33
Char-level CNN2021.0490.49
DecTn=256, Update model parameters=false2022.1290.3
Fine-tuningn=256, Update model parameters=true2022.1289.6
DecTn=64, Update model parameters=false2022.1289.2
Fine-tuningn=64, Update model parameters=true2022.1287.4
ICRBackbone=Llama2-7B2025.0986.6
ELICITBackbone=Llama2-7B2025.0984
IVBackbone=Llama2-7B2025.0983.8
FVBackbone=Llama2-7B2025.0983.6
ICVBackbone=Llama2-7B2025.0983.6
TVBackbone=Llama2-7B2025.0982.8
ICRBackbone=Qwen2.5-7B2025.0980.4
ICVBackbone=Qwen2.5-7B2025.0974.6
IVBackbone=Qwen2.5-7B2025.0973.8
TVBackbone=Qwen2.5-7B2025.0970.4
ELICITBackbone=Qwen2.5-7B2025.0970.4
FVBackbone=Qwen2.5-7B2025.0968.4