Sentiment Analysis on Twitter (test)
86.6AccuracyModernBERT
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ModernBERTID=(10), Regime=Full2026.06 | 86.6 | 82.54 | |
| DistilBERTID=(10), Regime=Full2026.06 | 86.52 | 82.49 | |
| BERT-TinyID=(10), Regime=Full2026.06 | 82.07 | 76.01 | |
| ModernBERTID=(14), Regime=105 + Frz+ES + Bal + Synth (Clust)2026.06 | 77.14 | 71.14 | |
| DistilBERTID=(14), Regime=105 + Frz+ES + Bal + Synth (Clust)2026.06 | 74.79 | 68.22 | |
| ModernBERTID=(13), Regime=105 + Frz+ES + Bal + Synth (Rand)†2026.06 | 74.34 | 68.06 | |
| ModernBERTID=(12), Regime=105 + Frz+ES + Bal (Clust)2026.06 | 74.2 | 66.14 | |
| GPT-4oRegime=Teacher (zero-shot)2026.06 | 72.78 | 71.45 | |
| FinBERTRegime=Publicly available, pretrained classifier2026.06 | 71.86 | 67.39 | |
| DistilBERTID=(13), Regime=105 + Frz+ES + Bal + Synth (Rand)†2026.06 | 70.88 | 65.4 | |
| DistilBERTID=(12), Regime=105 + Frz+ES + Bal (Clust)2026.06 | 68.5 | 61.64 | |
| BERT-TinyID=(14), Regime=105 + Frz+ES + Bal + Synth (Clust)2026.06 | 64.99 | 56.46 | |
| DistilBERTID=(11), Regime=105 + Frz+ES + Bal (Rand)†2026.06 | 64.13 | 55.3 | |
| ModernBERTID=(11), Regime=105 + Frz+ES + Bal (Rand)†2026.06 | 59.9 | 50.06 | |
| BERT-TinyID=(13), Regime=105 + Frz+ES + Bal + Synth (Rand)†2026.06 | 59.59 | 56.04 | |
| BERT-TinyID=(11), Regime=105 + Frz+ES + Bal (Rand)†2026.06 | 57.73 | 47.19 | |
| BERT-TinyID=(12), Regime=105 + Frz+ES + Bal (Clust)2026.06 | 56.87 | 49.06 |