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Class-Incremental Learning on CIFAR-100 B0_Inc10

94.45Avg Accuracy

Ranpac + C-Flat Turbo

Updated 4d ago

Evaluation Results

Method	Links
Ranpac + C-Flat Turbo 2026.04		94.45	90.74
Ranpac + C-Flat 2026.04		94.41	90.7
Ranpac 2026.04		94.32	90.72
QKD 2026.04		94.08	90.2
EASE + C-Flat Turbo 2026.04		92.36	87.96
MEMO 2026.04		92.17	89.26
EASE + C-Flat 2026.04		92.05	87.91
EASE 2026.04		91.91	87.3
LDEPrompt 2026.04		91.6	88.13
Evoprompt 2026.04		91.2	87.63
Cprompt 2026.04		90.83	86.38
CODA-Prompt 2026.04		90.6	87.01
Convprompt 2026.04		90.31	86.51
FOSTER 2026.04		89.87	84.91
L2P + C-Flat Turbo 2026.04		89.78	84.69
L2P + C-Flat 2026.04		89.56	84.35
Dualprompt 2026.04		89.39	84.58
L2P 2026.04		89.36	83.94
L2P 2026.04		88.83	83.46
Aper-VPT-D 2026.04		86.26	80.28
DER 2026.04		86.04	77.93
Aper-VPT-S 2026.04		85.2	79.77
MEMO + C-Flat Turbo 2026.04		83.02	75.76
MEMO + C-Flat 2026.04		82.61	75.49
iCaRL 2026.04		82.46	73.87
MEMO 2026.04		82.26	73.89
iCaRL + C-Flat Turbo 2026.04		79.82	68.54
iCaRL + C-Flat 2026.04		79.72	67.15
iCaRL 2026.04		77.83	66.64
DER w/ C-Flat 2024.04		72.08	-
DER 2024.04		71.01	-
MEMO w/ C-Flat 2024.04		69.94	-
MEMO 2024.04		69.82	-
WA w/ C-Flat 2024.04		67.79	-
FOSTER w/ C-Flat 2024.04		67.34	-
WA 2024.04		66.76	-
FOSTER 2024.04		66.73	-
iCaRL w/ C-Flat 2024.04		60.4	-
iCaRL 2024.04		59.76	-
Replay w/ C-Flat 2024.04		59.42	-
Replay 2024.04		58.37	-
PODNet w/ C-Flat 2024.04		56.58	-
PODNet 2024.04		56.01	-