mPLUG

Reported on 4 benchmarks across 1 task · 1 paper · 2 SOTA

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

Natural Language Processing4 results

Image CaptioningonCOCO Captions
BLEU-4· 2022-05-24
46.5
SOTA
mPLUG: Effective and Efficient Vision-Language Learning by Cross-modal Skip-connections arXiv:2205.12005
Image CaptioningonCOCO Captions
CIDER· 2022-05-24
155.1
SOTA
mPLUG: Effective and Efficient Vision-Language Learning by Cross-modal Skip-connections arXiv:2205.12005
Image CaptioningonCOCO Captions
METEOR· 2022-05-24
32
best: 33.9 (CoCa)
mPLUG: Effective and Efficient Vision-Language Learning by Cross-modal Skip-connections arXiv:2205.12005
Image CaptioningonCOCO Captions
SPICE· 2022-05-24
26
best: 27 (VAST)
mPLUG: Effective and Efficient Vision-Language Learning by Cross-modal Skip-connections arXiv:2205.12005