Few Shot Object Detection On Ms Coco 30 Shot

Ergebnisse

Leistungsergebnisse verschiedener Modelle zu diesem Benchmark

Vergleichstabelle

Modellname	AP
decoupling-classifier-for-boosting-few-shot	22.7
meta-r-cnn-towards-general-solver-for	12.4
detect-every-thing-with-few-examples	34
meta-detr-few-shot-object-detection-via	22.9
few-shot-object-detection-and-viewpoint	14.7
meta-learning-to-detect-rare-objects	11.3
meta-detr-few-shot-object-detection-via	21.3
few-shot-object-detection-via-feature	9.1
semantic-relation-reasoning-for-shot-stable	14.7
integral-migrating-pre-trained-transformer	30.2
detreg-unsupervised-pretraining-with-region	30
defrcn-decoupled-faster-r-cnn-for-few-shot	22.6
re-scoring-using-image-language-similarity	24.4
multi-scale-positive-sample-refinement-for	14.1
lstd-a-low-shot-transfer-detector-for-object	6.7
frustratingly-simple-few-shot-object	13.7
hierarchical-attention-network-for-few-shot	25.0
balanced-id-ood-tradeoff-transfer-makes-query	33.8
re-scoring-using-image-language-similarity	31.9
cross-domain-few-shot-object-detection-via	35.9
frustratingly-simple-few-shot-object	13.4
fsce-few-shot-object-detection-via	15.3
few-shot-object-detection-by-attending-to-per	17.1
integral-migrating-pre-trained-transformer	21.0