Incremental Learning on CIFAR-100 5-way 5-shot benchmark leaderboard · SOTA2 Research

Incremental Learning on CIFAR-100 5-way 5-shot

74.45Accuracy (Session 1)Rebalance

Evaluation Results

Method	Links
Rebalance2021.10		74.45	67.74	62.72	57.14	52.78	48.62	45.56	42.43	39.22	-10.29
cRT2021.10		72.28	69.58	65.16	61.41	58.83	55.87	53.28	51.38	49.51	—
Joint-training2021.10		72.28	68.4	63.31	59.16	55.73	52.81	49.01	46.74	44.34	-5.17
Baseline2021.10		72.28	68.01	64.18	60.56	57.44	54.69	52.98	50.8	48.7	-0.81
FSLL2021.10		72.28	63.84	59.64	55.49	53.21	51.77	50.93	48.94	46.96	-2.55
iCaRL2021.10		72.05	65.35	61.55	57.83	54.61	51.74	49.71	47.49	45.03	-4.48
F2M2021.10		71.45	68.1	64.43	60.8	57.76	55.26	53.53	51.57	49.35	-0.16
FSLL+SS2021.10		66.76	55.52	52.2	49.17	46.23	44.64	43.07	41.2	39.57	-9.94
iCaRL2021.10		64.1	53.28	41.69	34.13	27.93	25.06	20.41	15.48	13.73	-35.78
Rebalance2021.10		64.1	53.05	43.96	36.97	31.61	26.73	21.23	16.78	13.54	-35.97
TOPIC2021.10		64.1	55.88	47.07	45.16	40.11	36.38	33.96	31.55	29.37	-20.14
FSLL2021.10		64.1	55.85	51.71	48.59	45.34	43.25	41.52	39.81	38.16	-11.35