Bit Diffusion (20 steps)

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

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 (Common Objects in Context)
ROUGE-L· 2022-08-08
58
best: 59.2 (IGINet)
SOTA
Analog Bits: Generating Discrete Data using Diffusion Models with Self-Conditioning arXiv:2208.04202
Image CaptioningonCOCO (Common Objects in Context)
BLEU-4· 2022-08-08
34.7
best: 39.9 (IGINet)
Analog Bits: Generating Discrete Data using Diffusion Models with Self-Conditioning arXiv:2208.04202
Image CaptioningonCOCO (Common Objects in Context)
CIDEr· 2022-08-08
115
best: 143.7 (ExpansionNet v2)
Analog Bits: Generating Discrete Data using Diffusion Models with Self-Conditioning arXiv:2208.04202