Machine Translation on JRC-Acquis En-Es (dev)
66.07BLEUTransformer joint
Evaluation results
| Method | Links | |
|---|---|---|
| Transformer jointMemory Type=Self-Memory2023.05 | 66.07 | |
| MonoNMTMemory Type=Retrieval2023.05 | 64.18 | |
| Transformer dualMemory Type=Self-Memory2023.05 | 64.12 | |
| Transformer jointMemory Type=Retrieval2023.05 | 63.93 | |
| CMMMemory Type=Retrieval2023.05 | 63.84 | |
| Transformer dualMemory Type=Retrieval2023.05 | 63.14 | |
| G-TFMMemory Type=Retrieval2023.05 | 62.5 | |
| TransformerMemory Type=None2023.05 | 62.02 | |
| NMT-piecesMemory Type=Retrieval2023.05 | 61.5 | |
| SEG-NMTMemory Type=Retrieval2023.05 | 57.62 | |
| RNNsearchMemory Type=None2023.05 | 50.54 | |
| M-RAG (Mixtral 8 × 7B)LLM=Mixtral 8 × 7B, RAG=M-RAG2024.05 | 35.18 | |
| Mixtral 8 × 7B (Selfmem)LLM=Mixtral 8 × 7B, RAG=Selfmem2024.05 | 34.12 | |
| Mixtral 8 × 7B (Self-RAG)LLM=Mixtral 8 × 7B, RAG=Self-RAG2024.05 | 33.8 | |
| Mixtral 8 × 7B (Naive)LLM=Mixtral 8 × 7B, RAG=Naive2024.05 | 33.18 | |
| Mixtral 8 × 7B (None)LLM=Mixtral 8 × 7B, RAG=None2024.05 | 32.6 | |
| M-RAG (Llama 2 13B)LLM=Llama 2 13B, RAG=M-RAG2024.05 | 26.4 | |
| M-RAG (Phi-2 2.7B)LLM=Phi-2 2.7B, RAG=M-RAG2024.05 | 17.64 |