Sentiment Analysis on IMDb English
95Accuracyfine-tuned TabularisAI
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| fine-tuned TabularisAISpeed (s/s)=215, Mode=fine-tuned2026.03 | 95 | 94.6 | |
| RoBERTa-baseSpeed (s/s)=2452026.03 | 94.2 | 93.8 | |
| TabularisAI (Multilingual Base)Speed (s/s)=220, Variant=Multilingual Base2026.03 | 94.1 | 93.7 | |
| XLM-RoBERTa-baseSpeed (s/s)=2152026.03 | 93.7 | 93.2 | |
| DistilBERT-baseSpeed (s/s)=3352026.03 | 93 | 92.2 | |
| BERT multilingual (mBERT)Speed (s/s)=2252026.03 | 92.5 | 91.9 | |
| PhoBERT-baseSpeed (s/s)=1902026.03 | 91.5 | 91.1 | |
| viBERT4newsSpeed (s/s)=2052026.03 | 90.6 | 90 | |
| GPT-2Speed (s/s)=310, Mode=Zero-shot2026.03 | 90.1 | 89 |