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Document Classification on LUN (test)

64.94AccuracyChunkBERT
28.758438.151747.54556.9383Oct 14, 2024

Evaluation results

MethodLinks
ChunkBERTThe Usage of Input=All2024.1064.94
ChuLoThe Usage of Input=All (512 * Chunk Size)2024.1064.4
BERTThe Usage of Input=F-512 tokens2024.1057.97
LongformerThe Usage of Input=F-4096 tokens2024.1055.52
BERT+TextRankThe Usage of Input=F-512 + S-512 tokens2024.1048.8
TOBERTThe Usage of Input=All2024.1036.97
BERT+RandomThe Usage of Input=F-512 + S-512 tokens2024.1030.15