HyperAI

Long Tail Learning On Coco Mlt

Metriken

Average mAP

Ergebnisse

Leistungsergebnisse verschiedener Modelle zu diesem Benchmark

Vergleichstabelle
ModellnameAverage mAP
distribution-balanced-loss-for-multi-label53.55
probability-guided-loss-for-long-tailed-multi54.43
learning-imbalanced-datasets-with-label40.53
relay-backpropagation-for-effective-learning46.97
multi-label-image-recognition-with-graph44.24
focal-loss-for-dense-object-detection49.46
lmpt-prompt-tuning-with-class-specific58.97
large-scale-long-tailed-recognition-in-an45.83
long-tailed-multi-label-visual-recognition-by56.90
class-balanced-loss-based-on-effective-number49.06
learning-transferable-visual-models-from60.17
learning-transferable-visual-models-from56.19
lmpt-prompt-tuning-with-class-specific66.19