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 | Data Diversification - Transformer | https://arxiv.org/abs/1911.01986v4 | BLEU score | 30.7 |
Machine Translation | WMT2014 English-German | Data Diversification - Transformer | https://arxiv.org/abs/1911.01986v4 | Hardware Burden | null |
Machine Translation | WMT2014 English-German | Data Diversification - Transformer | https://arxiv.org/abs/1911.01986v4 | Operations per network pass | null |
Machine Translation | WMT2014 English-German | SimCut | https://arxiv.org/abs/2206.02368v2 | BLEU score | 30.56 |
Machine Translation | WMT2014 English-German | Mask Attention Network (big) | https://arxiv.org/abs/2103.13597v1 | BLEU score | 30.4 |
Machine Translation | WMT2014 English-German | Mask Attention Network (big) | https://arxiv.org/abs/2103.13597v1 | Number of Params | 215M |
Machine Translation | WMT2014 English-German | Mask Attention Network (big) | https://arxiv.org/abs/2103.13597v1 | Hardware Burden | null |
Machine Translation | WMT2014 English-German | Mask Attention Network (big) | https://arxiv.org/abs/2103.13597v1 | Operations per network pass | null |
Machine Translation | WMT2014 English-German | Transformer (ADMIN init) | https://arxiv.org/abs/2008.07772v2 | BLEU score | 30.1 |
Machine Translation | WMT2014 English-German | Transformer (ADMIN init) | https://arxiv.org/abs/2008.07772v2 | SacreBLEU | 29.5 |
Machine Translation | WMT2014 English-German | Transformer (ADMIN init) | https://arxiv.org/abs/2008.07772v2 | Number of Params | 256M |
Machine Translation | WMT2014 English-German | PowerNorm (Transformer) | https://arxiv.org/abs/2003.07845v2 | BLEU score | 30.1 |
Machine Translation | WMT2014 English-German | Depth Growing | https://arxiv.org/abs/1907.01968v1 | BLEU score | 30.07 |
Machine Translation | WMT2014 English-German | Depth Growing | https://arxiv.org/abs/1907.01968v1 | Hardware Burden | 24G |
Machine Translation | WMT2014 English-German | Depth Growing | https://arxiv.org/abs/1907.01968v1 | Operations per network pass | null |
Machine Translation | WMT2014 English-German | MUSE(Parallel Multi-scale Attention) | https://arxiv.org/abs/1911.09483v1 | BLEU score | 29.9 |
Machine Translation | WMT2014 English-German | MUSE(Parallel Multi-scale Attention) | https://arxiv.org/abs/1911.09483v1 | Hardware Burden | null |
Machine Translation | WMT2014 English-German | MUSE(Parallel Multi-scale Attention) | https://arxiv.org/abs/1911.09483v1 | Operations per network pass | null |
Machine Translation | WMT2014 English-German | Evolved Transformer Big | https://arxiv.org/abs/1901.11117v4 | BLEU score | 29.8 |
Machine Translation | WMT2014 English-German | Evolved Transformer Big | https://arxiv.org/abs/1901.11117v4 | SacreBLEU | 29.2 |
Machine Translation | WMT2014 English-German | Evolved Transformer Big | https://arxiv.org/abs/1901.11117v4 | Number of Params | 218M |
Machine Translation | WMT2014 English-German | OmniNetP | https://arxiv.org/abs/2103.01075v1 | BLEU score | 29.8 |
Machine Translation | WMT2014 English-German | OmniNetP | https://arxiv.org/abs/2103.01075v1 | Hardware Burden | null |
Machine Translation | WMT2014 English-German | OmniNetP | https://arxiv.org/abs/2103.01075v1 | Operations per network pass | null |
Machine Translation | WMT2014 English-German | DynamicConv | http://arxiv.org/abs/1901.10430v2 | BLEU score | 29.7 |
Machine Translation | WMT2014 English-German | DynamicConv | http://arxiv.org/abs/1901.10430v2 | Number of Params | 213M |
Machine Translation | WMT2014 English-German | Local Joint Self-attention | https://arxiv.org/abs/1905.06596v1 | BLEU score | 29.7 |
Machine Translation | WMT2014 English-German | Local Joint Self-attention | https://arxiv.org/abs/1905.06596v1 | Hardware Burden | null |
Machine Translation | WMT2014 English-German | Local Joint Self-attention | https://arxiv.org/abs/1905.06596v1 | Operations per network pass | null |
Machine Translation | WMT2014 English-German | TaLK Convolutions | https://arxiv.org/abs/2002.03184v2 | BLEU score | 29.6 |
Machine Translation | WMT2014 English-German | TaLK Convolutions | https://arxiv.org/abs/2002.03184v2 | Number of Params | 209M |
Machine Translation | WMT2014 English-German | Transformer Big + MoS | https://arxiv.org/abs/1809.09296v2 | BLEU score | 29.6 |
Machine Translation | WMT2014 English-German | Transformer Big + MoS | https://arxiv.org/abs/1809.09296v2 | Hardware Burden | null |
Machine Translation | WMT2014 English-German | Transformer Big + MoS | https://arxiv.org/abs/1809.09296v2 | Operations per network pass | null |
Machine Translation | WMT2014 English-German | AdvAug (aut+adv) | https://arxiv.org/abs/2006.11834v3 | BLEU score | 29.57 |
Machine Translation | WMT2014 English-German | PartialFormer | https://arxiv.org/abs/2310.14921v2 | BLEU score | 29.56 |
Machine Translation | WMT2014 English-German | PartialFormer | https://arxiv.org/abs/2310.14921v2 | Number of Params | 68M |
Machine Translation | WMT2014 English-German | Transformer Big + adversarial MLE | https://arxiv.org/abs/1906.03805v2 | BLEU score | 29.52 |
Machine Translation | WMT2014 English-German | Transformer Big + adversarial MLE | https://arxiv.org/abs/1906.03805v2 | Hardware Burden | null |
Machine Translation | WMT2014 English-German | Transformer Big + adversarial MLE | https://arxiv.org/abs/1906.03805v2 | Operations per network pass | null |
Machine Translation | WMT2014 English-German | Transformer Big | http://arxiv.org/abs/1806.00187v3 | BLEU score | 29.3 |
Machine Translation | WMT2014 English-German | Transformer Big | http://arxiv.org/abs/1806.00187v3 | Number of Params | 210M |
Machine Translation | WMT2014 English-German | Transformer Big | http://arxiv.org/abs/1806.00187v3 | Hardware Burden | 9G |
Machine Translation | WMT2014 English-German | Transformer Big | http://arxiv.org/abs/1806.00187v3 | Operations per network pass | null |
Machine Translation | WMT2014 English-German | Subformer-xlarge | https://openreview.net/forum?id=6UurSaf08jx | BLEU score | 29.3 |
Machine Translation | WMT2014 English-German | Subformer-xlarge | https://openreview.net/forum?id=6UurSaf08jx | Hardware Burden | null |
Machine Translation | WMT2014 English-German | Subformer-xlarge | https://openreview.net/forum?id=6UurSaf08jx | Operations per network pass | null |
Machine Translation | WMT2014 English-German | SB-NMT | https://arxiv.org/abs/1905.04847v1 | BLEU score | 29.21 |
Machine Translation | WMT2014 English-German | SB-NMT | https://arxiv.org/abs/1905.04847v1 | Hardware Burden | null |
Machine Translation | WMT2014 English-German | SB-NMT | https://arxiv.org/abs/1905.04847v1 | Operations per network pass | null |
Machine Translation | WMT2014 English-German | Transformer (big) + Relative Position Representations | http://arxiv.org/abs/1803.02155v2 | BLEU score | 29.2 |
Machine Translation | WMT2014 English-German | FLOATER-large | https://arxiv.org/abs/2003.09229v1 | BLEU score | 29.2 |
Machine Translation | WMT2014 English-German | FLOATER-large | https://arxiv.org/abs/2003.09229v1 | Hardware Burden | null |
Machine Translation | WMT2014 English-German | FLOATER-large | https://arxiv.org/abs/2003.09229v1 | Operations per network pass | null |
Machine Translation | WMT2014 English-German | Local Transformer | http://arxiv.org/abs/1810.10182v1 | BLEU score | 29.2 |
Machine Translation | WMT2014 English-German | Local Transformer | http://arxiv.org/abs/1810.10182v1 | Hardware Burden | null |
Machine Translation | WMT2014 English-German | Local Transformer | http://arxiv.org/abs/1810.10182v1 | Operations per network pass | null |
Machine Translation | WMT2014 English-German | Transformer Big with FRAGE | https://arxiv.org/abs/1809.06858v2 | BLEU score | 29.11 |
Machine Translation | WMT2014 English-German | Transformer Big with FRAGE | https://arxiv.org/abs/1809.06858v2 | Hardware Burden | null |
Machine Translation | WMT2014 English-German | Transformer Big with FRAGE | https://arxiv.org/abs/1809.06858v2 | Operations per network pass | null |
Machine Translation | WMT2014 English-German | Mask Attention Network (base) | https://arxiv.org/abs/2103.13597v1 | BLEU score | 29.1 |
Machine Translation | WMT2014 English-German | Mask Attention Network (base) | https://arxiv.org/abs/2103.13597v1 | Number of Params | 63M |
Machine Translation | WMT2014 English-German | Mask Attention Network (base) | https://arxiv.org/abs/2103.13597v1 | Hardware Burden | null |
Machine Translation | WMT2014 English-German | Mask Attention Network (base) | https://arxiv.org/abs/2103.13597v1 | Operations per network pass | null |
Machine Translation | WMT2014 English-German | Mega | https://arxiv.org/abs/2209.10655v3 | BLEU score | 29.01 |
Machine Translation | WMT2014 English-German | Mega | https://arxiv.org/abs/2209.10655v3 | SacreBLEU | 27.96 |
Machine Translation | WMT2014 English-German | Mega | https://arxiv.org/abs/2209.10655v3 | Number of Params | 67M |
Machine Translation | WMT2014 English-German | adequacy-oriented NMT | http://arxiv.org/abs/1811.08541v1 | BLEU score | 28.99 |
Machine Translation | WMT2014 English-German | adequacy-oriented NMT | http://arxiv.org/abs/1811.08541v1 | Hardware Burden | null |
Machine Translation | WMT2014 English-German | adequacy-oriented NMT | http://arxiv.org/abs/1811.08541v1 | Operations per network pass | null |
Machine Translation | WMT2014 English-German | LightConv | http://arxiv.org/abs/1901.10430v2 | BLEU score | 28.9 |
Machine Translation | WMT2014 English-German | LightConv | http://arxiv.org/abs/1901.10430v2 | Number of Params | 202M |
Machine Translation | WMT2014 English-German | Weighted Transformer (large) | http://arxiv.org/abs/1711.02132v1 | BLEU score | 28.9 |
Machine Translation | WMT2014 English-German | Weighted Transformer (large) | http://arxiv.org/abs/1711.02132v1 | Hardware Burden | null |
Machine Translation | WMT2014 English-German | Weighted Transformer (large) | http://arxiv.org/abs/1711.02132v1 | Operations per network pass | null |
Machine Translation | WMT2014 English-German | universal transformer base | http://arxiv.org/abs/1807.03819v3 | BLEU score | 28.9 |
Machine Translation | WMT2014 English-German | universal transformer base | http://arxiv.org/abs/1807.03819v3 | Hardware Burden | null |
Machine Translation | WMT2014 English-German | universal transformer base | http://arxiv.org/abs/1807.03819v3 | Operations per network pass | null |
Machine Translation | WMT2014 English-German | KERMIT | https://arxiv.org/abs/1906.01604v1 | BLEU score | 28.7 |
Machine Translation | WMT2014 English-German | KERMIT | https://arxiv.org/abs/1906.01604v1 | Hardware Burden | null |
Machine Translation | WMT2014 English-German | KERMIT | https://arxiv.org/abs/1906.01604v1 | Operations per network pass | null |
Machine Translation | WMT2014 English-German | T2R + Pretrain | https://arxiv.org/abs/2103.13076v2 | BLEU score | 28.7 |
Machine Translation | WMT2014 English-German | T2R + Pretrain | https://arxiv.org/abs/2103.13076v2 | Hardware Burden | null |
Machine Translation | WMT2014 English-German | T2R + Pretrain | https://arxiv.org/abs/2103.13076v2 | Operations per network pass | null |
Machine Translation | WMT2014 English-German | AdvAug (aut) | https://arxiv.org/abs/2006.11834v3 | BLEU score | 28.58 |
Machine Translation | WMT2014 English-German | RNMT+ | http://arxiv.org/abs/1804.09849v2 | BLEU score | 28.5 |
Machine Translation | WMT2014 English-German | RNMT+ | http://arxiv.org/abs/1804.09849v2 | Hardware Burden | 44G |
Machine Translation | WMT2014 English-German | RNMT+ | http://arxiv.org/abs/1804.09849v2 | Operations per network pass | 2.81G |
Machine Translation | WMT2014 English-German | Synthesizer (Random + Vanilla) | https://arxiv.org/abs/2005.00743v3 | BLEU score | 28.47 |
Machine Translation | WMT2014 English-German | Synthesizer (Random + Vanilla) | https://arxiv.org/abs/2005.00743v3 | Hardware Burden | null |
Machine Translation | WMT2014 English-German | Synthesizer (Random + Vanilla) | https://arxiv.org/abs/2005.00743v3 | Operations per network pass | null |
Machine Translation | WMT2014 English-German | Hardware Aware Transformer | https://arxiv.org/abs/2005.14187v1 | BLEU score | 28.4 |
Machine Translation | WMT2014 English-German | Hardware Aware Transformer | https://arxiv.org/abs/2005.14187v1 | Number of Params | 48M |
Machine Translation | WMT2014 English-German | Transformer Big | https://arxiv.org/abs/1706.03762v7 | BLEU score | 28.4 |
Machine Translation | WMT2014 English-German | Transformer Big | https://arxiv.org/abs/1706.03762v7 | Hardware Burden | 871G |
Machine Translation | WMT2014 English-German | Transformer Big | https://arxiv.org/abs/1706.03762v7 | Operations per network pass | 2300000000.0G |
Machine Translation | WMT2014 English-German | Transformer + SRU | http://arxiv.org/abs/1709.02755v5 | BLEU score | 28.4 |
Machine Translation | WMT2014 English-German | Transformer + SRU | http://arxiv.org/abs/1709.02755v5 | Hardware Burden | 34G |
Machine Translation | WMT2014 English-German | Transformer + SRU | http://arxiv.org/abs/1709.02755v5 | Operations per network pass | null |
Machine Translation | WMT2014 English-German | Evolved Transformer Base | https://arxiv.org/abs/1901.11117v4 | BLEU score | 28.4 |
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