CLIPCleaner: Cleaning Noisy Labels with CLIP

Benchmark Model Rank Results
learning-with-noisy-labels-on-clothing1mCLIPCleaner#2Test Accuracy: 74.87
learning-with-noisy-labels-on-red-miniimagenet-20-label-noiseCLIPCleaner#2Test Accuracy: 61.44
learning-with-noisy-labels-on-red-miniimagenet-40-label-noiseCLIPCleaner#2Test Accuracy: 58.42
learning-with-noisy-labels-on-red-miniimagenet-60-label-noiseCLIPCleaner#2Test Accuracy: 53.18
learning-with-noisy-labels-on-animalCLIPCleaner#3Accuracy: 88.85Network: Vgg19-BNImageNet Pretrained: NO
learning-with-noisy-labels-on-red-miniimagenet-80-label-noiseCLIPCleaner#3Test Accuracy: 43.82