Balanced ID-OOD tradeoff transfer makes query based detectors good few shot learners

Benchmark Model Rank Results
cross-domain-few-shot-object-detection-on-artaxorBIOT(10-Shot)–mAP: 58.4
cross-domain-few-shot-object-detection-on-artaxorBIOT(5-Shot)–mAP: 53.3
cross-domain-few-shot-object-detection-on-diorBIOT–mAP: 31.1
cross-domain-few-shot-object-detection-on-uoddBIOT(10-shot)–mAP: 20.4
cross-domain-few-shot-object-detection-on-uoddBIOT(5-shot)–mAP: 18.0
few-shot-object-detection-on-ms-coco-10-shotBIOT–AP: 26.3
few-shot-object-detection-on-ms-coco-30-shotBIOT–AP: 33.8