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Disjoint 15 5 On Pascal Voc 2012

Métriques

Mean IoU

Résultats

Résultats de performance de divers modèles sur ce benchmark

Nom du modèle	Mean IoU	Paper Title	Repository
LWF	54.9	Learning without Forgetting	-
SSUL-M	69.83	SSUL: Semantic Segmentation with Unknown Label for Exemplar-based Class-Incremental Learning	-
SDR	67.3	Continual Semantic Segmentation via Repulsion-Attraction of Sparse and Disentangled Latent Representations	-
MBS	79.0	Mitigating Background Shift in Class-Incremental Semantic Segmentation	-
RCNet-101	67.3	Representation Compensation Networks for Continual Semantic Segmentation	-
MiB	65.9	Modeling the Background for Incremental Learning in Semantic Segmentation	-
ILT	58.9	Incremental Learning Techniques for Semantic Segmentation	-
PLOP	64.3	PLOP: Learning without Forgetting for Continual Semantic Segmentation	-
SSUL	69.10	SSUL: Semantic Segmentation with Unknown Label for Exemplar-based Class-Incremental Learning	-

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Disjoint 15 5 On Pascal Voc 2012 | SOTA | HyperAI