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 ⌀ |
|---|---|---|---|---|---|
Dialogue > Dialogue State Tracking | SIMMC2.0 | BART-base | https://aclanthology.org/2022.findings-naacl.61 | Slot F1 | 82.0 |
Dialogue > Dialogue State Tracking | SIMMC2.0 | BART-base | https://aclanthology.org/2022.findings-naacl.61 | Act F1 | 95.2 |
Dialogue > Dialogue State Tracking | SIMMC2.0 | GPT-2 | https://d4mucfpksywv.cloudfront.net/better-language-models/language-models.pdf | Slot F1 | 81.7 |
Dialogue > Dialogue State Tracking | SIMMC2.0 | GPT-2 | https://d4mucfpksywv.cloudfront.net/better-language-models/language-models.pdf | Act F1 | 94.5 |
Dialogue > Dialogue State Tracking | SIMMC2.0 | MTN | https://arxiv.org/abs/1907.01166v1 | Slot F1 | 76.7 |
Dialogue > Dialogue State Tracking | SIMMC2.0 | MTN | https://arxiv.org/abs/1907.01166v1 | Act F1 | 93.4 |
Dialogue > Dialogue State Tracking | Wizard-of-Oz | AG-DST | https://arxiv.org/abs/2110.15659v1 | Joint | 91.37 |
Dialogue > Dialogue State Tracking | Wizard-of-Oz | Seq2Seq-DU-w/oSchema | https://arxiv.org/abs/2011.09553v2 | Joint | 91.2 |
Dialogue > Dialogue State Tracking | Wizard-of-Oz | T5 (span) | https://arxiv.org/abs/2108.13990v2 | Joint | 91 |
Dialogue > Dialogue State Tracking | Wizard-of-Oz | BERT-based tracker | https://arxiv.org/abs/1910.12995v3 | Request | 97.6 |
Dialogue > Dialogue State Tracking | Wizard-of-Oz | BERT-based tracker | https://arxiv.org/abs/1910.12995v3 | Joint | 90.5 |
Dialogue > Dialogue State Tracking | Wizard-of-Oz | StateNet | http://arxiv.org/abs/1810.09587v1 | Joint | 88.9 |
Dialogue > Dialogue State Tracking | Wizard-of-Oz | G-SAT | https://arxiv.org/abs/1910.09942v1 | Request | 96.9 |
Dialogue > Dialogue State Tracking | Wizard-of-Oz | G-SAT | https://arxiv.org/abs/1910.09942v1 | Joint | 88.7 |
Dialogue > Dialogue State Tracking | Wizard-of-Oz | GCE | http://arxiv.org/abs/1812.00899v1 | Request | 97.4 |
Dialogue > Dialogue State Tracking | Wizard-of-Oz | GCE | http://arxiv.org/abs/1812.00899v1 | Joint | 88.5 |
Dialogue > Dialogue State Tracking | Wizard-of-Oz | Zhong et al. | http://arxiv.org/abs/1805.09655v3 | Request | 97.1 |
Dialogue > Dialogue State Tracking | Wizard-of-Oz | Zhong et al. | http://arxiv.org/abs/1805.09655v3 | Joint | 88.1 |
Dialogue > Dialogue State Tracking | Wizard-of-Oz | Neural belief tracker | http://arxiv.org/abs/1606.03777v2 | Request | 96.5 |
Dialogue > Dialogue State Tracking | Wizard-of-Oz | Neural belief tracker | http://arxiv.org/abs/1606.03777v2 | Joint | 84.4 |
Dialogue > Dialogue State Tracking | Wizard-of-Oz | RNN | null | Request | 87.1 |
Dialogue > Dialogue State Tracking | Wizard-of-Oz | RNN | null | Joint | 70.8 |
Dialogue > Task-Oriented Dialogue Systems | Kvret | DF-Net | https://arxiv.org/abs/2004.11019v3 | Entity F1 | 62.7 |
Dialogue > Task-Oriented Dialogue Systems | SGD | T5 | https://arxiv.org/abs/2102.01672v3 | METEOR | 0.331 |
Dialogue > Task-Oriented Dialogue Systems | SGD | BART | https://arxiv.org/abs/2102.01672v3 | METEOR | 0.089 |
Dialogue > Task-Oriented Dialogue Systems | KVRET | T5-3b(UnifiedSKG) | https://arxiv.org/abs/2201.05966v3 | Entity F1 | 70.07 |
Dialogue > Task-Oriented Dialogue Systems | KVRET | COMET | https://arxiv.org/abs/2010.05740v4 | Entity F1 | 63.6 |
Dialogue > Task-Oriented Dialogue Systems | KVRET | COMET | https://arxiv.org/abs/2010.05740v4 | BLEU | 17.3 |
Dialogue > Task-Oriented Dialogue Systems | KVRET | DF-Net | https://arxiv.org/abs/2004.11019v3 | Entity F1 | 62.5 |
Dialogue > Task-Oriented Dialogue Systems | KVRET | DF-Net | https://arxiv.org/abs/2004.11019v3 | BLEU | 15.2 |
Dialogue > Task-Oriented Dialogue Systems | KVRET | GLMP | http://arxiv.org/abs/1901.04713v2 | Entity F1 | 59.97 |
Dialogue > Task-Oriented Dialogue Systems | KVRET | GLMP | http://arxiv.org/abs/1901.04713v2 | BLEU | 14.79 |
Dialogue > Task-Oriented Dialogue Systems | KVRET | TTOS | https://aclanthology.org/2020.emnlp-main.281 | Entity F1 | 55.38 |
Dialogue > Task-Oriented Dialogue Systems | KVRET | TTOS | https://aclanthology.org/2020.emnlp-main.281 | BLEU | 17.35 |
Dialogue > Task-Oriented Dialogue Systems | KVRET | KB-retriever | https://arxiv.org/abs/1909.06762v2 | Entity F1 | 53.7 |
Dialogue > Task-Oriented Dialogue Systems | KVRET | KB-retriever | https://arxiv.org/abs/1909.06762v2 | BLEU | 13.9 |
Dialogue > Task-Oriented Dialogue Systems | KVRET | DSR | http://arxiv.org/abs/1806.04441v1 | Entity F1 | 51.9 |
Dialogue > Task-Oriented Dialogue Systems | KVRET | DSR | http://arxiv.org/abs/1806.04441v1 | BLEU | 12.7 |
Dialogue > Task-Oriented Dialogue Systems | KVRET | KV Retrieval Net | http://arxiv.org/abs/1705.05414v2 | Entity F1 | 48.0 |
Dialogue > Task-Oriented Dialogue Systems | KVRET | KV Retrieval Net | http://arxiv.org/abs/1705.05414v2 | BLEU | 13.2 |
Dialogue > Task-Oriented Dialogue Systems | KVRET | THPN | https://aclanthology.org/2021.dialdoc-1.3 | Entity F1 | 37.8 |
Dialogue > Task-Oriented Dialogue Systems | KVRET | THPN | https://aclanthology.org/2021.dialdoc-1.3 | BLEU | 12.8 |
Dialogue > Task-Oriented Dialogue Systems | KVRET | Mem2Seq | http://arxiv.org/abs/1804.08217v3 | Entity F1 | 33.4 |
Dialogue > Task-Oriented Dialogue Systems | KVRET | Mem2Seq | http://arxiv.org/abs/1804.08217v3 | BLEU | 12.6 |
Dialogue > Task-Oriented Dialogue Systems | MULTIWOZ 2.0 | BART (TextBox 2.0) | https://arxiv.org/abs/2212.13005v1 | BLEU-4 | 20.17 |
Dialogue > Task-Oriented Dialogue Systems | MULTIWOZ 2.0 | BART (TextBox 2.0) | https://arxiv.org/abs/2212.13005v1 | Score | 100.07 |
Dialogue > Task-Oriented Dialogue Systems > SSTOD | automata | UBAR+ | https://arxiv.org/abs/2203.10759v1 | Dialogue Success Rate | 45.8 |
Dialogue > Task-Oriented Dialogue Systems > SSTOD | SSD_NAME | UBAR+ | https://arxiv.org/abs/2203.10759v1 | Joint Acc | 84.96 |
Dialogue > Task-Oriented Dialogue Systems > SSTOD | SSD_NAME | UBAR+ | https://arxiv.org/abs/2203.10759v1 | Slot Acc | 93.12 |
Dialogue > Task-Oriented Dialogue Systems > SSTOD | SSD_NAME | UBAR+ | https://arxiv.org/abs/2203.10759v1 | Dialogue Success Rate | 57.73 |
Dialogue > Visual Dialog | BlendedSkillTalk | Multi-Modal BlenderBot | https://arxiv.org/abs/2010.01082v1 | F1 | 17.8 |
Dialogue > Visual Dialog | BlendedSkillTalk | Multi-Modal BlenderBot | https://arxiv.org/abs/2010.01082v1 | BLEU-4 | 1 |
Dialogue > Visual Dialog | BlendedSkillTalk | Multi-Modal BlenderBot | https://arxiv.org/abs/2010.01082v1 | ROUGE-L | 19.3 |
Dialogue > Visual Dialog | EmpatheticDialogues | Multi-Modal BlenderBot | https://arxiv.org/abs/2010.01082v1 | F1 | 19.2 |
Dialogue > Visual Dialog | EmpatheticDialogues | Multi-Modal BlenderBot | https://arxiv.org/abs/2010.01082v1 | BLEU-4 | 1.5 |
Dialogue > Visual Dialog | EmpatheticDialogues | Multi-Modal BlenderBot | https://arxiv.org/abs/2010.01082v1 | ROUGE-L | 24.5 |
Dialogue > Visual Dialog | VisDial v1.0 test-std | 5xFGA + LS*+ | https://arxiv.org/abs/2104.07511v3 | MRR | 0.7124 |
Dialogue > Visual Dialog | VisDial v1.0 test-std | 5xFGA + LS*+ | https://arxiv.org/abs/2104.07511v3 | Mean Rank | 2.96 |
Dialogue > Visual Dialog | VisDial v1.0 test-std | 5xFGA + LS*+ | https://arxiv.org/abs/2104.07511v3 | R@1 | 58.28 |
Dialogue > Visual Dialog | VisDial v1.0 test-std | 5xFGA + LS*+ | https://arxiv.org/abs/2104.07511v3 | R@10 | 94.45 |
Dialogue > Visual Dialog | VisDial v1.0 test-std | 5xFGA + LS*+ | https://arxiv.org/abs/2104.07511v3 | R@5 | 87.55 |
Dialogue > Visual Dialog | VisDial v1.0 test-std | Two-Step | https://arxiv.org/abs/2104.07511v3 | MRR | 0.7041 |
Dialogue > Visual Dialog | VisDial v1.0 test-std | Two-Step | https://arxiv.org/abs/2104.07511v3 | Mean Rank | 3.66 |
Dialogue > Visual Dialog | VisDial v1.0 test-std | Two-Step | https://arxiv.org/abs/2104.07511v3 | NDCG | 72.16 |
Dialogue > Visual Dialog | VisDial v1.0 test-std | Two-Step | https://arxiv.org/abs/2104.07511v3 | R@1 | 58.18 |
Dialogue > Visual Dialog | VisDial v1.0 test-std | Two-Step | https://arxiv.org/abs/2104.07511v3 | R@10 | 90.83 |
Dialogue > Visual Dialog | VisDial v1.0 test-std | Two-Step | https://arxiv.org/abs/2104.07511v3 | R@5 | 83.85 |
Dialogue > Visual Dialog | VisDial v1.0 test-std | 5xFGA + LS | https://arxiv.org/abs/2104.07511v3 | NDCG | 64.04 |
Dialogue > Visual Dialog | VisDial v0.9 val | 9xFGA (VGG) | https://arxiv.org/abs/1904.05880v3 | MRR | 68.92 |
Dialogue > Visual Dialog | VisDial v0.9 val | 9xFGA (VGG) | https://arxiv.org/abs/1904.05880v3 | Mean Rank | 3.39 |
Dialogue > Visual Dialog | VisDial v0.9 val | 9xFGA (VGG) | https://arxiv.org/abs/1904.05880v3 | R@1 | 55.16 |
Dialogue > Visual Dialog | VisDial v0.9 val | 9xFGA (VGG) | https://arxiv.org/abs/1904.05880v3 | R@10 | 92.95 |
Dialogue > Visual Dialog | VisDial v0.9 val | 9xFGA (VGG) | https://arxiv.org/abs/1904.05880v3 | R@5 | 86.26 |
Dialogue > Visual Dialog | VisDial v0.9 val | DAN | https://arxiv.org/abs/1902.09368v3 | MRR | 66.38 |
Dialogue > Visual Dialog | VisDial v0.9 val | DAN | https://arxiv.org/abs/1902.09368v3 | Mean Rank | 4.04 |
Dialogue > Visual Dialog | VisDial v0.9 val | DAN | https://arxiv.org/abs/1902.09368v3 | R@1 | 53.33 |
Dialogue > Visual Dialog | VisDial v0.9 val | DAN | https://arxiv.org/abs/1902.09368v3 | R@10 | 90.38 |
Dialogue > Visual Dialog | VisDial v0.9 val | DAN | https://arxiv.org/abs/1902.09368v3 | R@5 | 82.42 |
Dialogue > Visual Dialog | VisDial v0.9 val | CorefNMN (ResNet-152) | http://arxiv.org/abs/1809.01816v1 | MRR | 64.1 |
Dialogue > Visual Dialog | VisDial v0.9 val | CorefNMN (ResNet-152) | http://arxiv.org/abs/1809.01816v1 | Mean Rank | 4.45 |
Dialogue > Visual Dialog | VisDial v0.9 val | CorefNMN (ResNet-152) | http://arxiv.org/abs/1809.01816v1 | R@1 | 50.92 |
Dialogue > Visual Dialog | VisDial v0.9 val | CorefNMN (ResNet-152) | http://arxiv.org/abs/1809.01816v1 | R@10 | 88.81 |
Dialogue > Visual Dialog | VisDial v0.9 val | CorefNMN (ResNet-152) | http://arxiv.org/abs/1809.01816v1 | R@5 | 80.18 |
Dialogue > Visual Dialog | VisDial v0.9 val | CoAtt | http://arxiv.org/abs/1711.07613v1 | MRR | 63.98 |
Dialogue > Visual Dialog | VisDial v0.9 val | CoAtt | http://arxiv.org/abs/1711.07613v1 | Mean Rank | 4.47 |
Dialogue > Visual Dialog | VisDial v0.9 val | CoAtt | http://arxiv.org/abs/1711.07613v1 | R@1 | 50.29 |
Dialogue > Visual Dialog | VisDial v0.9 val | CoAtt | http://arxiv.org/abs/1711.07613v1 | R@10 | 88.81 |
Dialogue > Visual Dialog | VisDial v0.9 val | CoAtt | http://arxiv.org/abs/1711.07613v1 | R@5 | 80.71 |
Dialogue > Visual Dialog | VisDial v0.9 val | CorefNMN | http://arxiv.org/abs/1809.01816v1 | MRR | 63.6 |
Dialogue > Visual Dialog | VisDial v0.9 val | CorefNMN | http://arxiv.org/abs/1809.01816v1 | Mean Rank | 4.53 |
Dialogue > Visual Dialog | VisDial v0.9 val | CorefNMN | http://arxiv.org/abs/1809.01816v1 | R@1 | 50.24 |
Dialogue > Visual Dialog | VisDial v0.9 val | CorefNMN | http://arxiv.org/abs/1809.01816v1 | R@10 | 88.51 |
Dialogue > Visual Dialog | VisDial v0.9 val | CorefNMN | http://arxiv.org/abs/1809.01816v1 | R@5 | 79.81 |
Dialogue > Visual Dialog | VisDial v0.9 val | DualVD | https://arxiv.org/abs/1911.07251v1 | MRR | 62.94 |
Dialogue > Visual Dialog | VisDial v0.9 val | DualVD | https://arxiv.org/abs/1911.07251v1 | Mean Rank | 4.17 |
Dialogue > Visual Dialog | VisDial v0.9 val | DualVD | https://arxiv.org/abs/1911.07251v1 | R@1 | 48.64 |
Dialogue > Visual Dialog | VisDial v0.9 val | DualVD | https://arxiv.org/abs/1911.07251v1 | R@10 | 89.94 |
Dialogue > Visual Dialog | VisDial v0.9 val | DualVD | https://arxiv.org/abs/1911.07251v1 | R@5 | 80.89 |
Dialogue > Visual Dialog | VisDial v0.9 val | SF-QIH-se-2 | http://arxiv.org/abs/1803.11186v1 | MRR | 62.42 |
Dialogue > Visual Dialog | VisDial v0.9 val | SF-QIH-se-2 | http://arxiv.org/abs/1803.11186v1 | Mean Rank | 4.70 |
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