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Models/StoryAnchor: w/ Predicted Nouns

StoryAnchor: w/ Predicted Nouns

Reported on 28 benchmarks across 4 tasks · 1 paper · 8 SOTA

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

Natural Language Processing21 results

Data-to-Text GenerationonVIST
BLEU-1· 2020-01-13
65.1
best: 69 (AOG + ARS)
SOTA
Visual Storytelling via Predicting Anchor Word Embeddings in the Stories arXiv:2001.04541
Data-to-Text GenerationonVIST
BLEU-2· 2020-01-13
40
best: 44 (AOG + ARS)
SOTA
Visual Storytelling via Predicting Anchor Word Embeddings in the Stories arXiv:2001.04541
Visual StorytellingonVIST
BLEU-1· 2020-01-13
65.1
best: 69 (AOG + ARS)
SOTA
Visual Storytelling via Predicting Anchor Word Embeddings in the Stories arXiv:2001.04541
Visual StorytellingonVIST
BLEU-2· 2020-01-13
40
best: 44 (AOG + ARS)
SOTA
Visual Storytelling via Predicting Anchor Word Embeddings in the Stories arXiv:2001.04541
Story GenerationonVIST
BLEU-1· 2020-01-13
65.1
best: 69 (AOG + ARS)
SOTA
Visual Storytelling via Predicting Anchor Word Embeddings in the Stories arXiv:2001.04541
Story GenerationonVIST
BLEU-2· 2020-01-13
40
best: 44 (AOG + ARS)
SOTA
Visual Storytelling via Predicting Anchor Word Embeddings in the Stories arXiv:2001.04541
Data-to-Text GenerationonVIST
BLEU-3· 2020-01-13
23.4
best: 25.3 (CoVS)
Visual Storytelling via Predicting Anchor Word Embeddings in the Stories arXiv:2001.04541
Data-to-Text GenerationonVIST
BLEU-4· 2020-01-13
14
best: 16.7 (HEGR)
Visual Storytelling via Predicting Anchor Word Embeddings in the Stories arXiv:2001.04541
Data-to-Text GenerationonVIST
CIDEr· 2020-01-13
9.9
best: 14.1 (HEGR)
Visual Storytelling via Predicting Anchor Word Embeddings in the Stories arXiv:2001.04541
Data-to-Text GenerationonVIST
METEOR· 2020-01-13
35.5
best: 37.8 (HEGR)
Visual Storytelling via Predicting Anchor Word Embeddings in the Stories arXiv:2001.04541
Data-to-Text GenerationonVIST
ROUGE-L· 2020-01-13
30
best: 33.1 (TAPM)
Visual Storytelling via Predicting Anchor Word Embeddings in the Stories arXiv:2001.04541
Visual StorytellingonVIST
BLEU-3· 2020-01-13
23.4
best: 25.3 (CoVS)
Visual Storytelling via Predicting Anchor Word Embeddings in the Stories arXiv:2001.04541
Visual StorytellingonVIST
BLEU-4· 2020-01-13
14
best: 16.7 (HEGR)
Visual Storytelling via Predicting Anchor Word Embeddings in the Stories arXiv:2001.04541
Visual StorytellingonVIST
CIDEr· 2020-01-13
9.9
best: 14.1 (HEGR)
Visual Storytelling via Predicting Anchor Word Embeddings in the Stories arXiv:2001.04541
Visual StorytellingonVIST
METEOR· 2020-01-13
35.5
best: 37.8 (HEGR)
Visual Storytelling via Predicting Anchor Word Embeddings in the Stories arXiv:2001.04541
Visual StorytellingonVIST
ROUGE-L· 2020-01-13
30
best: 33.1 (TAPM)
Visual Storytelling via Predicting Anchor Word Embeddings in the Stories arXiv:2001.04541
Story GenerationonVIST
BLEU-3· 2020-01-13
23.4
best: 25.3 (CoVS)
Visual Storytelling via Predicting Anchor Word Embeddings in the Stories arXiv:2001.04541
Story GenerationonVIST
BLEU-4· 2020-01-13
14
best: 16.7 (HEGR)
Visual Storytelling via Predicting Anchor Word Embeddings in the Stories arXiv:2001.04541
Story GenerationonVIST
CIDEr· 2020-01-13
9.9
best: 14.1 (HEGR)
Visual Storytelling via Predicting Anchor Word Embeddings in the Stories arXiv:2001.04541
Story GenerationonVIST
METEOR· 2020-01-13
35.5
best: 37.8 (HEGR)
Visual Storytelling via Predicting Anchor Word Embeddings in the Stories arXiv:2001.04541
Story GenerationonVIST
ROUGE-L· 2020-01-13
30
best: 33.1 (TAPM)
Visual Storytelling via Predicting Anchor Word Embeddings in the Stories arXiv:2001.04541

Adversarial7 results

Text GenerationonVIST
BLEU-1· 2020-01-13
65.1
best: 69 (AOG + ARS)
SOTA
Visual Storytelling via Predicting Anchor Word Embeddings in the Stories arXiv:2001.04541
Text GenerationonVIST
BLEU-2· 2020-01-13
40
best: 44 (AOG + ARS)
SOTA
Visual Storytelling via Predicting Anchor Word Embeddings in the Stories arXiv:2001.04541
Text GenerationonVIST
BLEU-3· 2020-01-13
23.4
best: 25.3 (CoVS)
Visual Storytelling via Predicting Anchor Word Embeddings in the Stories arXiv:2001.04541
Text GenerationonVIST
BLEU-4· 2020-01-13
14
best: 16.7 (HEGR)
Visual Storytelling via Predicting Anchor Word Embeddings in the Stories arXiv:2001.04541
Text GenerationonVIST
CIDEr· 2020-01-13
9.9
best: 14.1 (HEGR)
Visual Storytelling via Predicting Anchor Word Embeddings in the Stories arXiv:2001.04541
Text GenerationonVIST
METEOR· 2020-01-13
35.5
best: 37.8 (HEGR)
Visual Storytelling via Predicting Anchor Word Embeddings in the Stories arXiv:2001.04541
Text GenerationonVIST
ROUGE-L· 2020-01-13
30
best: 33.1 (TAPM)
Visual Storytelling via Predicting Anchor Word Embeddings in the Stories arXiv:2001.04541