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Classification on Camelyon17

96.5Accuracy

DINOv2

Updated 4d ago

Evaluation Results

Method	Links
DINOv2 2024.01		96.5
iBOT 2024.01		94.5
AIM-1B 2024.01		94.5
MAE 2024.01		94.4
AIM-0.6B 2024.01		94.3
AIM-3B 2024.01		94.3
MAE 2024.01		94.2
AIM-7B† 2024.01		94.2
DINO 2024.01		93.7
AIM-7B 2024.01		93.6
AIMv2 2024.11		93.4
BEiT 2024.01		92.8
LISA 2022.09		77.1
LISA 2022.09		77.1
LISA 2022.09		77.1
UMIX 2022.09		75.1
UMIX 2022.09		75.1
UMIX 2022.09		75.1
Fish 2022.09		74.7
Fish 2022.09		74.7
Fish 2022.09		74.7
V-REx 2022.09		71.5
V-REx 2022.09		71.5
V-REX 2022.09		71.5
CVaR-DRO 2022.09		70.5
ERM 2022.09		70.3
DomainMix 2022.09		69.7
DomainMix 2022.09		69.7
DomainMix 2022.09		69.7
JTT 2022.09		69.1
IB-IRM 2022.09		68.9
IB-IRM 2022.09		68.9
IB-IRM 2022.09		68.9
GroupDRO 2022.09		68.4
GroupDRO 2022.09		68.4
GroupDRO 2022.09		68.4
Focal Loss 2022.09		68.1
x2-DRO 2022.09		68
x2-DORO 2022.09		68
CVaR-DORO 2022.09		67.3
IRM 2022.09		64.2
IRM 2022.09		64.2
IRM 2022.09		64.2
CORAL 2022.09		59.5
CORAL 2022.09		59.5
CORAL 2022.09		59.5