[Retracted] Relieving the Incompatibility of Network Representation and Classification for Long-Tailed Data Distribution

Table 8

Long-tailed classification results on iNaturalist-2018.

Model	Many-shot	Medium-shot	Few-shot	Acc
ResNet-50	>100	≤100 and >20	<20
Plain model	73.5	65.2	59.5	63.6
Many-shot model	74.6	—	—	—
OLTR [10]	65.9	66.3	63.6	65.4
Decouple (cRT) [12]	66.2	67.3	66.8	67.0
Decouple (-normalized) [12]	65.4	66.8	66.9	67.2
Ours with OLTR	68.7	66.2	63.5	67.4
Ours with decouple	69.4	69.3	67.6	68.8