WIT
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Text Retrieval | WIT translated English (test) | Recall@10.3079 | 13 | |
| Image Retrieval | WIT translated English (test) | Recall@129.98 | 13 | |
| Image-Text Retrieval | WIT Under-resourced v1 (test) | Recall@1 (tg)0.729 | 8 | |
| Image-Text Retrieval | WIT Well-resourced v1 (test) | Retrieval Score (en)82.4 | 8 | |
| Bridged Clustering | WIT reversed input/output mapping (transductive) | Win Rate30 | 6 | |
| Bridged Clustering | WIT standard (transductive) | Win-rate32 | 6 | |
| Cluster Mapping | WIT rev. (inductive) | Win Rate30 | 6 | |
| Cluster Mapping | WIT (inductive) | Win Rate32 | 6 | |
| Machine Translation | WIT EN-AF (test) | BLEU14 | 5 | |
| Machine Translation | WIT EN-RO (test) | BLEU14.4 | 5 | |
| Machine Translation | WIT ES-FR (test) | BLEU Score16.6 | 5 | |
| Machine Translation | WIT (DE-ES) (test) | BLEU11.3 | 5 | |
| Machine Translation | WIT EN-FR (test) | BLEU18.8 | 5 | |
| Machine Translation | WIT EN-ES (test) | BLEU27.5 | 5 | |
| Machine Translation | WIT EN-DE (test) | BLEU17.5 | 5 | |
| Machine Translation | WIT | EN->DE Score36.8 | 5 |
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