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Models/Multi-Modal BlenderBot

Multi-Modal BlenderBot

Reported on 30 benchmarks across 2 tasks · 1 paper · 30 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Speech15 results

DialogueonBlendedSkillTalk
BLEU-4· 2020-10-02
1
SOTA
Multi-Modal Open-Domain Dialogue arXiv:2010.01082
DialogueonBlendedSkillTalk
F1· 2020-10-02
17.8
SOTA
Multi-Modal Open-Domain Dialogue arXiv:2010.01082
DialogueonBlendedSkillTalk
ROUGE-L· 2020-10-02
19.3
SOTA
Multi-Modal Open-Domain Dialogue arXiv:2010.01082
DialogueonEmpatheticDialogues
BLEU-4· 2020-10-02
1.5
SOTA
Multi-Modal Open-Domain Dialogue arXiv:2010.01082
DialogueonEmpatheticDialogues
F1· 2020-10-02
19.2
SOTA
Multi-Modal Open-Domain Dialogue arXiv:2010.01082
DialogueonEmpatheticDialogues
ROUGE-L· 2020-10-02
24.5
SOTA
Multi-Modal Open-Domain Dialogue arXiv:2010.01082
DialogueonImage-Chat
BLEU-4· 2020-10-02
40
SOTA
Multi-Modal Open-Domain Dialogue arXiv:2010.01082
DialogueonImage-Chat
F1· 2020-10-02
13.1
SOTA
Multi-Modal Open-Domain Dialogue arXiv:2010.01082
DialogueonImage-Chat
ROUGE-L· 2020-10-02
18
SOTA
Multi-Modal Open-Domain Dialogue arXiv:2010.01082
DialogueonConvAI2
BLEU-4· 2020-10-02
1.1
SOTA
Multi-Modal Open-Domain Dialogue arXiv:2010.01082
DialogueonConvAI2
F1· 2020-10-02
18.4
SOTA
Multi-Modal Open-Domain Dialogue arXiv:2010.01082
DialogueonConvAI2
ROUGE-L· 2020-10-02
22.6
SOTA
Multi-Modal Open-Domain Dialogue arXiv:2010.01082
DialogueonWizard of Wikipedia
BLEU-4· 2020-10-02
2.2
SOTA
Multi-Modal Open-Domain Dialogue arXiv:2010.01082
DialogueonWizard of Wikipedia
F1· 2020-10-02
18.6
SOTA
Multi-Modal Open-Domain Dialogue arXiv:2010.01082
DialogueonWizard of Wikipedia
ROUGE-L· 2020-10-02
17.4
SOTA
Multi-Modal Open-Domain Dialogue arXiv:2010.01082

Computer Vision15 results

Visual DialogonBlendedSkillTalk
BLEU-4· 2020-10-02
1
SOTA
Multi-Modal Open-Domain Dialogue arXiv:2010.01082
Visual DialogonBlendedSkillTalk
F1· 2020-10-02
17.8
SOTA
Multi-Modal Open-Domain Dialogue arXiv:2010.01082
Visual DialogonBlendedSkillTalk
ROUGE-L· 2020-10-02
19.3
SOTA
Multi-Modal Open-Domain Dialogue arXiv:2010.01082
Visual DialogonEmpatheticDialogues
BLEU-4· 2020-10-02
1.5
SOTA
Multi-Modal Open-Domain Dialogue arXiv:2010.01082
Visual DialogonEmpatheticDialogues
F1· 2020-10-02
19.2
SOTA
Multi-Modal Open-Domain Dialogue arXiv:2010.01082
Visual DialogonEmpatheticDialogues
ROUGE-L· 2020-10-02
24.5
SOTA
Multi-Modal Open-Domain Dialogue arXiv:2010.01082
Visual DialogonImage-Chat
BLEU-4· 2020-10-02
40
SOTA
Multi-Modal Open-Domain Dialogue arXiv:2010.01082
Visual DialogonImage-Chat
F1· 2020-10-02
13.1
SOTA
Multi-Modal Open-Domain Dialogue arXiv:2010.01082
Visual DialogonImage-Chat
ROUGE-L· 2020-10-02
18
SOTA
Multi-Modal Open-Domain Dialogue arXiv:2010.01082
Visual DialogonConvAI2
BLEU-4· 2020-10-02
1.1
SOTA
Multi-Modal Open-Domain Dialogue arXiv:2010.01082
Visual DialogonConvAI2
F1· 2020-10-02
18.4
SOTA
Multi-Modal Open-Domain Dialogue arXiv:2010.01082
Visual DialogonConvAI2
ROUGE-L· 2020-10-02
22.6
SOTA
Multi-Modal Open-Domain Dialogue arXiv:2010.01082
Visual DialogonWizard of Wikipedia
BLEU-4· 2020-10-02
2.2
SOTA
Multi-Modal Open-Domain Dialogue arXiv:2010.01082
Visual DialogonWizard of Wikipedia
F1· 2020-10-02
18.6
SOTA
Multi-Modal Open-Domain Dialogue arXiv:2010.01082
Visual DialogonWizard of Wikipedia
ROUGE-L· 2020-10-02
17.4
SOTA
Multi-Modal Open-Domain Dialogue arXiv:2010.01082