task_path stringlengths 3 199 ⌀ | dataset stringlengths 1 128 ⌀ | model_name stringlengths 1 223 ⌀ | paper_url stringlengths 21 601 ⌀ | metric_name stringlengths 1 50 ⌀ | metric_value stringlengths 1 9.22k ⌀ |
|---|---|---|---|---|---|
Machine Translation | WMT2014 English-German | Evolved Transformer Base | https://arxiv.org/abs/1901.11117v4 | Hardware Burden | 2488G |
Machine Translation | WMT2014 English-German | Rfa-Gate-arccos | https://arxiv.org/abs/2103.02143v2 | BLEU score | 28.2 |
Machine Translation | WMT2014 English-German | Rfa-Gate-arccos | https://arxiv.org/abs/2103.02143v2 | Hardware Burden | null |
Machine Translation | WMT2014 English-German | Rfa-Gate-arccos | https://arxiv.org/abs/2103.02143v2 | Operations per network pass | null |
Machine Translation | WMT2014 English-German | Transformer-DRILL Base | https://arxiv.org/abs/1905.05513v2 | BLEU score | 28.1 |
Machine Translation | WMT2014 English-German | Transformer-DRILL Base | https://arxiv.org/abs/1905.05513v2 | Hardware Burden | null |
Machine Translation | WMT2014 English-German | Transformer-DRILL Base | https://arxiv.org/abs/1905.05513v2 | Operations per network pass | null |
Machine Translation | WMT2014 English-German | AdvAug (mixup) | https://arxiv.org/abs/2006.11834v3 | BLEU score | 28.08 |
Machine Translation | WMT2014 English-German | CMLM+LAT+4 iterations | https://arxiv.org/abs/2011.06132v1 | BLEU score | 27.35 |
Machine Translation | WMT2014 English-German | CMLM+LAT+4 iterations | https://arxiv.org/abs/2011.06132v1 | Hardware Burden | null |
Machine Translation | WMT2014 English-German | CMLM+LAT+4 iterations | https://arxiv.org/abs/2011.06132v1 | Operations per network pass | null |
Machine Translation | WMT2014 English-German | Transformer Base | https://arxiv.org/abs/1706.03762v7 | BLEU score | 27.3 |
Machine Translation | WMT2014 English-German | Transformer Base | https://arxiv.org/abs/1706.03762v7 | Operations per network pass | 330000000.0G |
Machine Translation | WMT2014 English-German | Levenshtein Transformer (distillation) | https://arxiv.org/abs/1905.11006v2 | BLEU score | 27.27 |
Machine Translation | WMT2014 English-German | DisCo + Mask-Predict (non-autoregressive) | https://proceedings.icml.cc/static/paper_files/icml/2020/477-Paper.pdf | BLEU score | 27.06 |
Machine Translation | WMT2014 English-German | Adaptively Sparse Transformer (alpha-entmax) | https://arxiv.org/abs/1909.00015v2 | BLEU score | 26.93 |
Machine Translation | WMT2014 English-German | ResMLP-12 | https://arxiv.org/abs/2105.03404v2 | BLEU score | 26.8 |
Machine Translation | WMT2014 English-German | CNAT | https://arxiv.org/abs/2103.11405v1 | BLEU score | 26.6 |
Machine Translation | WMT2014 English-German | Lite Transformer | https://arxiv.org/abs/2004.11886v1 | BLEU score | 26.5 |
Machine Translation | WMT2014 English-German | Lite Transformer | https://arxiv.org/abs/2004.11886v1 | Number of Params | 17.3M |
Machine Translation | WMT2014 English-German | ConvS2S (ensemble) | http://arxiv.org/abs/1705.03122v3 | BLEU score | 26.4 |
Machine Translation | WMT2014 English-German | ConvS2S (ensemble) | http://arxiv.org/abs/1705.03122v3 | Hardware Burden | 54G |
Machine Translation | WMT2014 English-German | ConvS2S (ensemble) | http://arxiv.org/abs/1705.03122v3 | Operations per network pass | null |
Machine Translation | WMT2014 English-German | ResMLP-6 | https://arxiv.org/abs/2105.03404v2 | BLEU score | 26.4 |
Machine Translation | WMT2014 English-German | Average Attention Network | http://arxiv.org/abs/1805.00631v3 | BLEU score | 26.31 |
Machine Translation | WMT2014 English-German | GNMT+RL | http://arxiv.org/abs/1609.08144v2 | BLEU score | 26.3 |
Machine Translation | WMT2014 English-German | GNMT+RL | http://arxiv.org/abs/1609.08144v2 | Hardware Burden | null |
Machine Translation | WMT2014 English-German | GNMT+RL | http://arxiv.org/abs/1609.08144v2 | Operations per network pass | null |
Machine Translation | WMT2014 English-German | SliceNet | http://arxiv.org/abs/1706.03059v2 | BLEU score | 26.1 |
Machine Translation | WMT2014 English-German | SliceNet | http://arxiv.org/abs/1706.03059v2 | Hardware Burden | null |
Machine Translation | WMT2014 English-German | SliceNet | http://arxiv.org/abs/1706.03059v2 | Operations per network pass | null |
Machine Translation | WMT2014 English-German | Average Attention Network (w/o FFN) | http://arxiv.org/abs/1805.00631v3 | BLEU score | 26.05 |
Machine Translation | WMT2014 English-German | MoE | http://arxiv.org/abs/1701.06538v1 | BLEU score | 26.03 |
Machine Translation | WMT2014 English-German | MoE | http://arxiv.org/abs/1701.06538v1 | Hardware Burden | 24G |
Machine Translation | WMT2014 English-German | MoE | http://arxiv.org/abs/1701.06538v1 | Operations per network pass | null |
Machine Translation | WMT2014 English-German | Average Attention Network (w/o gate) | http://arxiv.org/abs/1805.00631v3 | BLEU score | 25.91 |
Machine Translation | WMT2014 English-German | Adaptively Sparse Transformer (1.5-entmax) | https://arxiv.org/abs/1909.00015v2 | BLEU score | 25.89 |
Machine Translation | WMT2014 English-German | DenseNMT | http://arxiv.org/abs/1806.00722v2 | BLEU score | 25.52 |
Machine Translation | WMT2014 English-German | DenseNMT | http://arxiv.org/abs/1806.00722v2 | Hardware Burden | null |
Machine Translation | WMT2014 English-German | DenseNMT | http://arxiv.org/abs/1806.00722v2 | Operations per network pass | null |
Machine Translation | WMT2014 English-German | GLAT | https://arxiv.org/abs/2008.07905v3 | BLEU score | 25.21 |
Machine Translation | WMT2014 English-German | CMLM+LAT+1 iterations | https://arxiv.org/abs/2011.06132v1 | BLEU score | 25.20 |
Machine Translation | WMT2014 English-German | CMLM+LAT+1 iterations | https://arxiv.org/abs/2011.06132v1 | Hardware Burden | null |
Machine Translation | WMT2014 English-German | CMLM+LAT+1 iterations | https://arxiv.org/abs/2011.06132v1 | Operations per network pass | null |
Machine Translation | WMT2014 English-German | ConvS2S | http://arxiv.org/abs/1705.03122v3 | BLEU score | 25.16 |
Machine Translation | WMT2014 English-German | ConvS2S | http://arxiv.org/abs/1705.03122v3 | Hardware Burden | 72G |
Machine Translation | WMT2014 English-German | ConvS2S | http://arxiv.org/abs/1705.03122v3 | Operations per network pass | null |
Machine Translation | WMT2014 English-German | ByteNet | http://arxiv.org/abs/1610.10099v2 | BLEU score | 23.75 |
Machine Translation | WMT2014 English-German | ByteNet | http://arxiv.org/abs/1610.10099v2 | Hardware Burden | null |
Machine Translation | WMT2014 English-German | ByteNet | http://arxiv.org/abs/1610.10099v2 | Operations per network pass | null |
Machine Translation | WMT2014 English-German | FlowSeq-large (NPD n = 30) | https://arxiv.org/abs/1909.02480v3 | BLEU score | 23.64 |
Machine Translation | WMT2014 English-German | FlowSeq-large (NPD n = 30) | https://arxiv.org/abs/1909.02480v3 | Hardware Burden | null |
Machine Translation | WMT2014 English-German | FlowSeq-large (NPD n = 30) | https://arxiv.org/abs/1909.02480v3 | Operations per network pass | null |
Machine Translation | WMT2014 English-German | FlowSeq-large (NPD n = 15) | https://arxiv.org/abs/1909.02480v3 | BLEU score | 23.14 |
Machine Translation | WMT2014 English-German | FlowSeq-large (NPD n = 15) | https://arxiv.org/abs/1909.02480v3 | Hardware Burden | null |
Machine Translation | WMT2014 English-German | FlowSeq-large (NPD n = 15) | https://arxiv.org/abs/1909.02480v3 | Operations per network pass | null |
Machine Translation | WMT2014 English-German | FlowSeq-large (IWD n = 15) | https://arxiv.org/abs/1909.02480v3 | BLEU score | 22.94 |
Machine Translation | WMT2014 English-German | FlowSeq-large (IWD n = 15) | https://arxiv.org/abs/1909.02480v3 | Hardware Burden | null |
Machine Translation | WMT2014 English-German | FlowSeq-large (IWD n = 15) | https://arxiv.org/abs/1909.02480v3 | Operations per network pass | null |
Machine Translation | WMT2014 English-German | Denoising autoencoders (non-autoregressive) | http://arxiv.org/abs/1802.06901v3 | BLEU score | 21.54 |
Machine Translation | WMT2014 English-German | Denoising autoencoders (non-autoregressive) | http://arxiv.org/abs/1802.06901v3 | Hardware Burden | null |
Machine Translation | WMT2014 English-German | Denoising autoencoders (non-autoregressive) | http://arxiv.org/abs/1802.06901v3 | Operations per network pass | null |
Machine Translation | WMT2014 English-German | RNN Enc-Dec Att | http://arxiv.org/abs/1508.04025v5 | BLEU score | 20.9 |
Machine Translation | WMT2014 English-German | RNN Enc-Dec Att | http://arxiv.org/abs/1508.04025v5 | Hardware Burden | null |
Machine Translation | WMT2014 English-German | RNN Enc-Dec Att | http://arxiv.org/abs/1508.04025v5 | Operations per network pass | null |
Machine Translation | WMT2014 English-German | FlowSeq-large | https://arxiv.org/abs/1909.02480v3 | BLEU score | 20.85 |
Machine Translation | WMT2014 English-German | FlowSeq-large | https://arxiv.org/abs/1909.02480v3 | Hardware Burden | null |
Machine Translation | WMT2014 English-German | FlowSeq-large | https://arxiv.org/abs/1909.02480v3 | Operations per network pass | null |
Machine Translation | WMT2014 English-German | PBMT | null | BLEU score | 20.7 |
Machine Translation | WMT2014 English-German | PBMT | null | Hardware Burden | null |
Machine Translation | WMT2014 English-German | PBMT | null | Operations per network pass | null |
Machine Translation | WMT2014 English-German | Deep-Att | http://arxiv.org/abs/1606.04199v3 | BLEU score | 20.7 |
Machine Translation | WMT2014 English-German | Deep-Att | http://arxiv.org/abs/1606.04199v3 | Hardware Burden | 119G |
Machine Translation | WMT2014 English-German | Deep-Att | http://arxiv.org/abs/1606.04199v3 | Operations per network pass | null |
Machine Translation | WMT2014 English-German | Phrase Based MT | https://aclanthology.org/W15-3024 | BLEU score | 20.7 |
Machine Translation | WMT2014 English-German | Phrase Based MT | https://aclanthology.org/W15-3024 | Hardware Burden | null |
Machine Translation | WMT2014 English-German | Phrase Based MT | https://aclanthology.org/W15-3024 | Operations per network pass | null |
Machine Translation | WMT2014 English-German | PBSMT + NMT | http://arxiv.org/abs/1804.07755v2 | BLEU score | 20.23 |
Machine Translation | WMT2014 English-German | PBSMT + NMT | http://arxiv.org/abs/1804.07755v2 | Hardware Burden | null |
Machine Translation | WMT2014 English-German | PBSMT + NMT | http://arxiv.org/abs/1804.07755v2 | Operations per network pass | null |
Machine Translation | WMT2014 English-German | NAT +FT + NPD | http://arxiv.org/abs/1711.02281v2 | BLEU score | 19.17 |
Machine Translation | WMT2014 English-German | NAT +FT + NPD | http://arxiv.org/abs/1711.02281v2 | Hardware Burden | null |
Machine Translation | WMT2014 English-German | NAT +FT + NPD | http://arxiv.org/abs/1711.02281v2 | Operations per network pass | null |
Machine Translation | WMT2014 English-German | FlowSeq-base | https://arxiv.org/abs/1909.02480v3 | BLEU score | 18.55 |
Machine Translation | WMT2014 English-German | FlowSeq-base | https://arxiv.org/abs/1909.02480v3 | Hardware Burden | null |
Machine Translation | WMT2014 English-German | FlowSeq-base | https://arxiv.org/abs/1909.02480v3 | Operations per network pass | null |
Machine Translation | WMT2014 English-German | Seq-KD + Seq-Inter + Word-KD | http://arxiv.org/abs/1606.07947v4 | BLEU score | 18.5 |
Machine Translation | WMT2014 English-German | Seq-KD + Seq-Inter + Word-KD | http://arxiv.org/abs/1606.07947v4 | Hardware Burden | null |
Machine Translation | WMT2014 English-German | Seq-KD + Seq-Inter + Word-KD | http://arxiv.org/abs/1606.07947v4 | Operations per network pass | null |
Machine Translation | WMT2014 English-German | Unsupervised PBSMT | http://arxiv.org/abs/1804.07755v2 | BLEU score | 17.94 |
Machine Translation | WMT2014 English-German | Unsupervised PBSMT | http://arxiv.org/abs/1804.07755v2 | Hardware Burden | null |
Machine Translation | WMT2014 English-German | Unsupervised PBSMT | http://arxiv.org/abs/1804.07755v2 | Operations per network pass | null |
Machine Translation | WMT2014 English-German | NSE-NSE | http://arxiv.org/abs/1607.04315v3 | BLEU score | 17.9 |
Machine Translation | WMT2014 English-German | NSE-NSE | http://arxiv.org/abs/1607.04315v3 | Hardware Burden | null |
Machine Translation | WMT2014 English-German | NSE-NSE | http://arxiv.org/abs/1607.04315v3 | Operations per network pass | null |
Machine Translation | WMT2014 English-German | Unsupervised NMT + Transformer | http://arxiv.org/abs/1804.07755v2 | BLEU score | 17.16 |
Machine Translation | WMT2014 English-German | Unsupervised NMT + Transformer | http://arxiv.org/abs/1804.07755v2 | Hardware Burden | null |
Machine Translation | WMT2014 English-German | Unsupervised NMT + Transformer | http://arxiv.org/abs/1804.07755v2 | Operations per network pass | null |
Machine Translation | WMT2014 English-German | SMT + iterative backtranslation (unsupervised) | http://arxiv.org/abs/1809.01272v1 | BLEU score | 14.08 |
Machine Translation | WMT2014 English-German | SMT + iterative backtranslation (unsupervised) | http://arxiv.org/abs/1809.01272v1 | Hardware Burden | null |
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