OCD: Learning to Overfit with Conditional Diffusion Models

Benchmark Model Rank Results
few-shot-text-classification-on-average-onSetFit + OCD(5)#1Accuracy: 0.648
few-shot-text-classification-on-average-onSetFit + OCD#2Accuracy: 0.643
few-shot-text-classification-on-average-onT-few 3B#3Accuracy: 0.633
few-shot-text-classification-on-average-onSetFit#4Accuracy: 0.622
image-classification-on-tiny-imagenet-1DeiT-B/16-D + OCD(5)#2Validation Acc: 92.0%
image-classification-on-tiny-imagenet-1DeiT-B/16-D + OCD#6Validation Acc: 90.8%
speech-separation-on-libri5mixOCD#1SI-SDRi: 13.4