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ResearchFormerly WizWand

Long-text classification on Hyperpartisan news detection (test)

98.11F1 ScoreRMT RoBERTa-base
91.339693.097394.85596.6127Jul 14, 2022
Updated 8mo ago

Evaluation results

MethodLinks
RMT RoBERTa-baseInput Size=512, Number of Segments=42022.0798.11
RMT RoBERTa-baseInput Size=512, Number of Segments=22022.0797.2
RMT T5-baseInput Size=512, Number of Segments=42022.0797.2
RMT DeBERTa-V3-baseInput Size=512, Number of Segments=22022.0796.78
RMT RoBERTa-baseInput Size=512, Number of Segments=32022.0796.72
ERNIE-Doc-LargeInput Size=640, Number of Segments=12022.0796.6
Graph-RoBERTaInput Size=512x100, Number of Segments=12022.0796.15
RMT T5-baseInput Size=512, Number of Segments=32022.0796.12
RMT T5-baseInput Size=512, Number of Segments=22022.0795.32
RMT T5-baseInput Size=512, Number of Segments=12022.0794.99
RMT RoBERTa-baseInput Size=512, Number of Segments=12022.0794.87
LongformerInput Size=4096, Number of Segments=12022.0794.8
RMT DeBERTa-V3-baseInput Size=512, Number of Segments=32022.0794.8
RMT DeBERTa-V3-baseInput Size=512, Number of Segments=42022.0794.8
RMT BERT-base-casedInput Size=512, Number of Segments=42022.0794.34
RMT DeBERTa-V3-baseInput Size=512, Number of Segments=12022.0794.17
RMT BERT-base-casedInput Size=512, Number of Segments=22022.0794.12
RMT BERT-base-casedInput Size=512, Number of Segments=32022.0793.06
ERNIE-SparseInput Size=4096, Number of Segments=12022.0792.81
Big BirdInput Size=4096, Number of Segments=12022.0792.2
RMT BERT-base-casedInput Size=512, Number of Segments=12022.0791.6