Document Classification on HP (test)
95.69AccuracyLongformer
Evaluation results
| Method | Links | |
|---|---|---|
| LongformerThe Usage of Input=F-4096 tokens2024.10 | 95.69 | |
| ChuLoThe Usage of Input=All (512 * Chunk Size)2024.10 | 95.38 | |
| Longformerdocument_length=all2024.10 | 95.38 | |
| ChuLodocument_length=all2024.10 | 95.38 | |
| CogLTXThe Usage of Input=S-512 tokens2024.10 | 94.77 | |
| ChunkBERTThe Usage of Input=All2024.10 | 93 | |
| BERTThe Usage of Input=F-512 tokens2024.10 | 92 | |
| BERT+TextRankThe Usage of Input=F-512 + S-512 tokens2024.10 | 91.15 | |
| TOBERTThe Usage of Input=All2024.10 | 89.54 | |
| BERT+RandomThe Usage of Input=F-512 + S-512 tokens2024.10 | 89.23 |