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ResearchFormerly WizWand

Semantic Segmentation on Pascal VOC PAS-20 (val)

0.955mIoUSAN
0.152120.360560.5690.77744Aug 4, 2023Sep 11, 2023Oct 19, 2023Nov 27, 2023Jan 4, 2024Feb 11, 2024Mar 21, 2024
Updated 8mo ago

Evaluation results

MethodLinks
SANtraining dataset=COCO Stuff [5]2023.080.955
SAN2024.030.955
FC-CLIPtraining dataset=COCO Panoptic2023.080.954
PSALMzero-shot=true, additional_training_data=LVIS2024.030.95
OVSegtraining dataset=COCO Stuff [5]2023.080.945
AttrSegTraining Data=COCO-Stuff, Backbone=RN101, Textual Input Setting=attributes2023.080.916
CAT-SegTraining Data=COCO-Stuff, Backbone=RN101, Textual Input Setting=attributes2023.080.909
OVSegTraining Data=COCO-Stuff, Backbone=RN101, Textual Input Setting=attributes2023.080.903
ZegformerTraining Data=COCO-Stuff, Backbone=RN101, Textual Input Setting=attributes2023.080.837
PSALMzero-shot=true2024.030.813
GroupViTtraining dataset=GCC [75]+YFCC [79]2023.080.523
AttrSegTraining Data=PASCAL VOC-15, Backbone=RN101, Textual Input Setting=attributes2023.080.491
FusionerTraining Data=PASCAL VOC-15, Backbone=RN101, Textual Input Setting=attributes2023.080.443
LSegTraining Data=PASCAL VOC-15, Backbone=RN101, Textual Input Setting=attributes2023.080.44
ZS3Nettraining dataset=Pascal VOC [27]2023.080.383
SPNettraining dataset=Pascal VOC [27]2023.080.183