Token Classification on Amazon ESCI Product Title English (test)
88.2Top-k Token AccuracyRexBERT-large
Evaluation results
| Method | Links | |
|---|---|---|
| RexBERT-largeBlock Size=512, k=5, Model Scale=Large2026.02 | 88.2 | |
| RexBERT-largeBlock Size=256, k=5, Model Scale=Large2026.02 | 87 | |
| RexBERT-largeBlock Size=512, k=3, Model Scale=Large2026.02 | 85.6 | |
| RexBERT-baseBlock Size=512, k=5, Model Scale=Base2026.02 | 85.5 | |
| RexBERT-largeBlock Size=128, k=5, Model Scale=Large2026.02 | 85.1 | |
| RexBERT-baseBlock Size=256, k=5, Model Scale=Base2026.02 | 84.5 | |
| RexBERT-largeBlock Size=256, k=3, Model Scale=Large2026.02 | 84.3 | |
| RexBERT-baseBlock Size=512, k=3, Model Scale=Base2026.02 | 82.7 | |
| RexBERT-baseBlock Size=128, k=5, Model Scale=Base2026.02 | 82.6 | |
| RexBERT-largeBlock Size=128, k=3, Model Scale=Large2026.02 | 82.3 | |
| ModernBERT-largeBlock Size=512, k=5, Model Scale=Large2026.02 | 82.3 | |
| RexBERT-baseBlock Size=256, k=3, Model Scale=Base2026.02 | 81.6 | |
| ModernBERT-largeBlock Size=256, k=5, Model Scale=Large2026.02 | 81.1 | |
| RexBERT-miniBlock Size=256, k=5, Model Scale=Mini2026.02 | 81 | |
| RexBERT-miniBlock Size=512, k=5, Model Scale=Mini2026.02 | 80.81 | |
| RexBERT-baseBlock Size=128, k=3, Model Scale=Base2026.02 | 79.7 | |
| RexBERT-miniBlock Size=128, k=5, Model Scale=Mini2026.02 | 79.67 | |
| ModernBERT-largeBlock Size=512, k=3, Model Scale=Large2026.02 | 79.4 | |
| ModernBERT-baseBlock Size=512, k=5, Model Scale=Base2026.02 | 78.7 | |
| ModernBERT-largeBlock Size=128, k=5, Model Scale=Large2026.02 | 78.2 | |
| ModernBERT-largeBlock Size=256, k=3, Model Scale=Large2026.02 | 78.1 | |
| RexBERT-miniBlock Size=256, k=3, Model Scale=Mini2026.02 | 77.85 | |
| RexBERT-miniBlock Size=512, k=3, Model Scale=Mini2026.02 | 77.62 | |
| ModernBERT-baseBlock Size=256, k=5, Model Scale=Base2026.02 | 77.4 | |
| RexBERT-miniBlock Size=128, k=3, Model Scale=Mini2026.02 | 76.4 | |
| RexBERT-largeBlock Size=512, k=1, Model Scale=Large2026.02 | 76.1 | |
| ModernBERT-baseBlock Size=512, k=3, Model Scale=Base2026.02 | 75.4 | |
| ModernBERT-largeBlock Size=128, k=3, Model Scale=Large2026.02 | 75 | |
| RexBERT-largeBlock Size=256, k=1, Model Scale=Large2026.02 | 74.4 | |
| ModernBERT-baseBlock Size=128, k=5, Model Scale=Base2026.02 | 74.1 | |
| ModernBERT-baseBlock Size=256, k=3, Model Scale=Base2026.02 | 74.1 | |
| RexBERT-baseBlock Size=512, k=1, Model Scale=Base2026.02 | 72.6 | |
| RexBERT-largeBlock Size=128, k=1, Model Scale=Large2026.02 | 72 | |
| RexBERT-baseBlock Size=256, k=1, Model Scale=Base2026.02 | 71.4 | |
| ModernBERT-baseBlock Size=128, k=3, Model Scale=Base2026.02 | 70.6 | |
| RexBERT-microBlock Size=128, k=5, Model Scale=Micro2026.02 | 70.56 | |
| RexBERT-microBlock Size=256, k=5, Model Scale=Micro2026.02 | 70.44 | |
| ModernBERT-largeBlock Size=512, k=1, Model Scale=Large2026.02 | 69.8 | |
| RexBERT-baseBlock Size=128, k=1, Model Scale=Base2026.02 | 69.2 | |
| ModernBERT-largeBlock Size=256, k=1, Model Scale=Large2026.02 | 68.4 | |
| RexBERT-miniBlock Size=256, k=1, Model Scale=Mini2026.02 | 67.15 | |
| RexBERT-microBlock Size=512, k=5, Model Scale=Micro2026.02 | 66.78 | |
| RexBERT-miniBlock Size=512, k=1, Model Scale=Mini2026.02 | 66.75 | |
| RexBERT-microBlock Size=128, k=3, Model Scale=Micro2026.02 | 66.75 | |
| RexBERT-microBlock Size=256, k=3, Model Scale=Micro2026.02 | 66.57 | |
| RexBERT-miniBlock Size=128, k=1, Model Scale=Mini2026.02 | 65.58 | |
| ModernBERT-baseBlock Size=512, k=1, Model Scale=Base2026.02 | 65.5 | |
| ModernBERT-largeBlock Size=128, k=1, Model Scale=Large2026.02 | 65 | |
| ModernBERT-baseBlock Size=256, k=1, Model Scale=Base2026.02 | 64.2 | |
| RexBERT-microBlock Size=512, k=3, Model Scale=Micro2026.02 | 62.6 | |
| ModernBERT-baseBlock Size=128, k=1, Model Scale=Base2026.02 | 60.5 | |
| BERT-miniBlock Size=512, k=5, Model Scale=Micro2026.02 | 57.57 | |
| RexBERT-microBlock Size=128, k=1, Model Scale=Micro2026.02 | 55.73 | |
| RexBERT-microBlock Size=256, k=1, Model Scale=Micro2026.02 | 55.49 | |
| BERT-miniBlock Size=256, k=5, Model Scale=Micro2026.02 | 55.38 | |
| BERT-miniBlock Size=512, k=3, Model Scale=Micro2026.02 | 54.18 | |
| BERT-miniBlock Size=256, k=3, Model Scale=Micro2026.02 | 51.94 | |
| BERT-miniBlock Size=128, k=5, Model Scale=Micro2026.02 | 51.47 | |
| RexBERT-microBlock Size=512, k=1, Model Scale=Micro2026.02 | 51.14 | |
| DistilBERTBlock Size=128, k=5, Model Scale=Mini2026.02 | 48.53 | |
| BERT-miniBlock Size=128, k=3, Model Scale=Micro2026.02 | 47.94 | |
| BERT-miniBlock Size=512, k=1, Model Scale=Micro2026.02 | 46.09 | |
| DistilBERTBlock Size=128, k=3, Model Scale=Mini2026.02 | 43.99 | |
| BERT-miniBlock Size=256, k=1, Model Scale=Micro2026.02 | 43.85 | |
| DistilBERTBlock Size=256, k=3, Model Scale=Mini2026.02 | 42.57 | |
| DistilBERTBlock Size=512, k=5, Model Scale=Mini2026.02 | 42.49 | |
| DistilBERTBlock Size=256, k=5, Model Scale=Mini2026.02 | 42.27 | |
| BERT-miniBlock Size=128, k=1, Model Scale=Micro2026.02 | 39.94 | |
| DistilBERTBlock Size=512, k=3, Model Scale=Mini2026.02 | 37.78 | |
| DistilBERTBlock Size=128, k=1, Model Scale=Mini2026.02 | 34.88 | |
| DistilBERTBlock Size=256, k=1, Model Scale=Mini2026.02 | 33.48 | |
| DistilBERTBlock Size=512, k=1, Model Scale=Mini2026.02 | 29.41 |