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Models/NV (w/ MI)

NV (w/ MI)

Reported on 20 benchmarks across 4 tasks · 1 paper

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

Speech5 results

DialogueonOpenViDial 2.0
BLEU· 2021-09-27
1.96
best: 1.99 (FV (w/o MI))
OpenViDial 2.0: A Larger-Scale, Open-Domain Dialogue Generation Dataset with Visual Contexts arXiv:2109.12761
DialogueonOpenViDial 2.0
Dis-1· 2021-09-27
0.0039
best: 0.0056 (FV (w/o MI))
OpenViDial 2.0: A Larger-Scale, Open-Domain Dialogue Generation Dataset with Visual Contexts arXiv:2109.12761
DialogueonOpenViDial 2.0
Dis-2· 2021-09-27
0.0311
best: 0.0431 (FV (w/o MI))
OpenViDial 2.0: A Larger-Scale, Open-Domain Dialogue Generation Dataset with Visual Contexts arXiv:2109.12761
DialogueonOpenViDial 2.0
Dis-3· 2021-09-27
0.0953
best: 0.125 (FV (w/o MI))
OpenViDial 2.0: A Larger-Scale, Open-Domain Dialogue Generation Dataset with Visual Contexts arXiv:2109.12761
DialogueonOpenViDial 2.0
Dis-4· 2021-09-27
0.163
best: 0.2215 (FV (w/o MI))
OpenViDial 2.0: A Larger-Scale, Open-Domain Dialogue Generation Dataset with Visual Contexts arXiv:2109.12761

Adversarial5 results

Text GenerationonOpenViDial 2.0
BLEU· 2021-09-27
1.96
best: 1.99 (FV (w/o MI))
OpenViDial 2.0: A Larger-Scale, Open-Domain Dialogue Generation Dataset with Visual Contexts arXiv:2109.12761
Text GenerationonOpenViDial 2.0
Dis-1· 2021-09-27
0.0039
best: 0.0056 (FV (w/o MI))
OpenViDial 2.0: A Larger-Scale, Open-Domain Dialogue Generation Dataset with Visual Contexts arXiv:2109.12761
Text GenerationonOpenViDial 2.0
Dis-2· 2021-09-27
0.0311
best: 0.0431 (FV (w/o MI))
OpenViDial 2.0: A Larger-Scale, Open-Domain Dialogue Generation Dataset with Visual Contexts arXiv:2109.12761
Text GenerationonOpenViDial 2.0
Dis-3· 2021-09-27
0.0953
best: 0.125 (FV (w/o MI))
OpenViDial 2.0: A Larger-Scale, Open-Domain Dialogue Generation Dataset with Visual Contexts arXiv:2109.12761
Text GenerationonOpenViDial 2.0
Dis-4· 2021-09-27
0.163
best: 0.2215 (FV (w/o MI))
OpenViDial 2.0: A Larger-Scale, Open-Domain Dialogue Generation Dataset with Visual Contexts arXiv:2109.12761

Methodology5 results

ChatbotonOpenViDial 2.0
BLEU· 2021-09-27
1.96
best: 1.99 (FV (w/o MI))
OpenViDial 2.0: A Larger-Scale, Open-Domain Dialogue Generation Dataset with Visual Contexts arXiv:2109.12761
ChatbotonOpenViDial 2.0
Dis-1· 2021-09-27
0.0039
best: 0.0056 (FV (w/o MI))
OpenViDial 2.0: A Larger-Scale, Open-Domain Dialogue Generation Dataset with Visual Contexts arXiv:2109.12761
ChatbotonOpenViDial 2.0
Dis-2· 2021-09-27
0.0311
best: 0.0431 (FV (w/o MI))
OpenViDial 2.0: A Larger-Scale, Open-Domain Dialogue Generation Dataset with Visual Contexts arXiv:2109.12761
ChatbotonOpenViDial 2.0
Dis-3· 2021-09-27
0.0953
best: 0.125 (FV (w/o MI))
OpenViDial 2.0: A Larger-Scale, Open-Domain Dialogue Generation Dataset with Visual Contexts arXiv:2109.12761
ChatbotonOpenViDial 2.0
Dis-4· 2021-09-27
0.163
best: 0.2215 (FV (w/o MI))
OpenViDial 2.0: A Larger-Scale, Open-Domain Dialogue Generation Dataset with Visual Contexts arXiv:2109.12761

Natural Language Processing5 results

Dialogue GenerationonOpenViDial 2.0
BLEU· 2021-09-27
1.96
best: 1.99 (FV (w/o MI))
OpenViDial 2.0: A Larger-Scale, Open-Domain Dialogue Generation Dataset with Visual Contexts arXiv:2109.12761
Dialogue GenerationonOpenViDial 2.0
Dis-1· 2021-09-27
0.0039
best: 0.0056 (FV (w/o MI))
OpenViDial 2.0: A Larger-Scale, Open-Domain Dialogue Generation Dataset with Visual Contexts arXiv:2109.12761
Dialogue GenerationonOpenViDial 2.0
Dis-2· 2021-09-27
0.0311
best: 0.0431 (FV (w/o MI))
OpenViDial 2.0: A Larger-Scale, Open-Domain Dialogue Generation Dataset with Visual Contexts arXiv:2109.12761
Dialogue GenerationonOpenViDial 2.0
Dis-3· 2021-09-27
0.0953
best: 0.125 (FV (w/o MI))
OpenViDial 2.0: A Larger-Scale, Open-Domain Dialogue Generation Dataset with Visual Contexts arXiv:2109.12761
Dialogue GenerationonOpenViDial 2.0
Dis-4· 2021-09-27
0.163
best: 0.2215 (FV (w/o MI))
OpenViDial 2.0: A Larger-Scale, Open-Domain Dialogue Generation Dataset with Visual Contexts arXiv:2109.12761