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Models/Transformer_NSC

Transformer_NSC

Reported on 8 benchmarks across 1 task · 1 paper · 3 SOTA

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

Natural Language Processing8 results

Image CaptioningonCOCO Captions
BLEU-2· 2020-03-22
65.6
best: 65.8 (X-Transformer)
SOTA
A Better Variant of Self-Critical Sequence Training arXiv:2003.09971
Image CaptioningonCOCO Captions
BLEU-3· 2020-03-22
51.3
best: 51.5 (X-Transformer)
SOTA
A Better Variant of Self-Critical Sequence Training arXiv:2003.09971
Image CaptioningonCOCO Captions
SPICE· 2020-03-22
22.8
best: 27 (VAST)
SOTA
A Better Variant of Self-Critical Sequence Training arXiv:2003.09971
Image CaptioningonCOCO Captions
BLEU-1· 2020-03-22
80.7
best: 84.2 (GRIT (No VL pretraining - base))
A Better Variant of Self-Critical Sequence Training arXiv:2003.09971
Image CaptioningonCOCO Captions
BLEU-4· 2020-03-22
39.4
best: 46.5 (mPLUG)
A Better Variant of Self-Critical Sequence Training arXiv:2003.09971
Image CaptioningonCOCO Captions
CIDER· 2020-03-22
129.6
best: 155.1 (mPLUG)
A Better Variant of Self-Critical Sequence Training arXiv:2003.09971
Image CaptioningonCOCO Captions
METEOR· 2020-03-22
28.9
best: 33.9 (CoCa)
A Better Variant of Self-Critical Sequence Training arXiv:2003.09971
Image CaptioningonCOCO Captions
ROUGE-L· 2020-03-22
58.7
best: 61.1 (ExpansionNet v2 (No VL pretraining))
A Better Variant of Self-Critical Sequence Training arXiv:2003.09971