Cross-script Lexical Retrieval on TajPersLexon (test)
98.7Acc@1Transformer
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| TransformerMethod Category=Strong baselines2026.05 | 98.7 | 99.4 | 99.6 | 99 | |
| BM25Method Category=Strong baselines2026.05 | 98.5 | 99.1 | 99.4 | 98.8 | |
| LSTM Seq2SeqMethod Category=Strong baselines2026.05 | 94.2 | 96.8 | 97.5 | 95.4 | |
| HybridMethod Category=Lightweight baselines2026.05 | 4.8 | 11 | 17.5 | 10.2 | |
| FastTextMethod Category=Lightweight baselines2026.05 | 3.1 | 7.9 | 12.7 | 6.9 | |
| Word2VecMethod Category=Lightweight baselines2026.05 | 2.8 | 7.2 | 11.4 | 6.2 | |
| Rule-basedMethod Category=Lightweight baselines2026.05 | 2.5 | 6.5 | 10.3 | 5.4 | |
| Edit-distanceMethod Category=Lightweight baselines2026.05 | 2.1 | 5.8 | 9.2 | 4.7 | |
| PowerfulMultilingualSTMethod Category=Multilingual sentence encoders2026.05 | 0.3 | 0.6 | 0.9 | 0.5 | |
| RandomMethod Category=Lightweight baselines2026.05 | 0.1 | 0.5 | 1 | 0.5 | |
| SentenceTransformerMethod Category=Multilingual sentence encoders2026.05 | 0.1 | 0.3 | 0.5 | 0.2 | |
| FastMultilingualSTMethod Category=Multilingual sentence encoders2026.05 | 0.1 | 0.3 | 0.5 | 0.2 | |
| MultilingualSimilaritySTMethod Category=Multilingual sentence encoders2026.05 | 0.1 | 0.2 | 0.4 | 0.2 |