Sentiment Classification on IMDB Urdu
91.15Macro F1XLM-Rlarge
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| XLM-RlargeModel size=large2026.05 | 91.15 | 91.15 | 47.6 | |
| DunbaaBERT96kVocab size=96k2026.05 | 90.65 | 90.66 | 77.9 | |
| DunbaaBERT52kVocab size=52k2026.05 | 90.14 | 90.15 | 74.4 | |
| DunbaaBERT32kVocab size=32k2026.05 | 90.13 | 90.14 | 89.7 | |
| HPLTbaseModel size=base2026.05 | 89.69 | 89.7 | 55.3 | |
| XLM-RbaseModel size=base2026.05 | 88.69 | 88.7 | 85.5 | |
| mmBERTbaseModel size=base2026.05 | 87.31 | 87.31 | 46.8 | |
| mBERT2026.05 | 85.47 | 85.47 | 84.6 | |
| mmBERTsmallModel size=small2026.05 | 85.44 | 85.44 | 46.1 | |
| Urdu-RoBERTasmallModel size=small2026.05 | 84.72 | 84.73 | 84.7 |