Open-vocabulary Object Detection via Vision and Language Knowledge Distillation

Benchmark Model Rank Results
open-vocabulary-object-detection-on-lvis-v1-0ViLD-ensemble w/ ALIGN (Eb7-FPN)#15AP novel-LVIS base training: 26.3…
open-vocabulary-object-detection-on-lvis-v1-0ViLD-ensemble (R152-FPN)#25AP novel-LVIS base training: 18.7…
open-vocabulary-object-detection-on-lvis-v1-0ViLD-ensemble (R50-FPN)#28AP novel-LVIS base training: 16.6…
open-vocabulary-object-detection-on-lvis-v1-0ViLD (R50-FPN)#29AP novel-LVIS base training: 16.1…
open-vocabulary-object-detection-on-mscocoViLD#27AP 0.5: 27.6