CLIPSelf: Vision Transformer Distills Itself for Open-Vocabulary Dense Prediction

Benchmark Model Rank Results
open-vocabulary-object-detection-on-lvis-v1-0CLIPSelf#5AP novel-LVIS base training: 34.9
open-vocabulary-semantic-segmentation-on-pascal-context-59CLIPSelf#5mIoU: 62.3
open-vocabulary-object-detection-on-mscocoCLIPSelf#6AP 0.5: 44.3
open-vocabulary-panoptic-segmentation-on-ade20kCLIPSelf#7PQ: 23.7
open-vocabulary-semantic-segmentation-on-ade20k-150CLIPSelf#12mIoU: 34.5
open-vocabulary-semantic-segmentation-on-ade20k-847CLIPSelf#16mIoU: 12.4