LaDiC (ours, 30 steps)

Reported on 3 benchmarks across 1 task · 1 paper

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

Natural Language Processing3 results

Image CaptioningonCOCO Captions
BLEU-4· 2024-04-16
0.382
best: 46.5 (mPLUG)
LaDiC: Are Diffusion Models Really Inferior to Autoregressive Counterparts for Image-to-Text Generation?arXiv:2404.10763
Image CaptioningonCOCO Captions
CIDER· 2024-04-16
126.2
best: 155.1 (mPLUG)
LaDiC: Are Diffusion Models Really Inferior to Autoregressive Counterparts for Image-to-Text Generation?arXiv:2404.10763
Image CaptioningonCOCO Captions
METEOR· 2024-04-16
29.5
best: 33.9 (CoCa)
LaDiC: Are Diffusion Models Really Inferior to Autoregressive Counterparts for Image-to-Text Generation?arXiv:2404.10763