No time to train! Training-Free Reference-Based Instance Segmentation

Benchmark Model Rank Results
cross-domain-few-shot-object-detection-onTraining-free(w/o FT)#6mAP: 35.0
cross-domain-few-shot-object-detection-on-1Training-free(w/o FT)#6mAP: 25.9
cross-domain-few-shot-object-detection-on-2Training-free(w/o FT)#9mAP: 16.4
cross-domain-few-shot-object-detection-on-3Training-free(w/o FT)#3mAP: 29.6
cross-domain-few-shot-object-detection-on-4Training-free(w/o FT)#5mAP: 16.0
cross-domain-few-shot-object-detection-on-neuTraining-free(w/o FT)#7mAP: 5.5
few-shot-object-detection-on-ms-coco-1-shotTraining-free#1AP: 26.5
few-shot-object-detection-on-ms-coco-10-shotTraining-free#1AP: 36.6
few-shot-object-detection-on-ms-coco-30-shotTraining-free#1AP: 36.8