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ResearchFormerly WizWand

Semantic Segmentation on COCO-Object with background class (val)

35.4mIoUTagAlign
14.91220.23125.5530.869Dec 21, 2023
Updated 8mo ago

Evaluation results

MethodLinks
TagAlignPost-processing=false, Training Datasets=CC12M, Zero-shot evaluation=true2023.1235.4
TagAlignPost-processing=true, Training Datasets=CC12M, Zero-shot evaluation=true2023.1235.1
TCLPost-processing=false, Training Datasets=CC3&12M, Zero-shot evaluation=true2023.1231.6
TCLPost-processing=true, Training Datasets=CC3&12M, Zero-shot evaluation=true2023.1230.4
SimSegPost-processing=false, Training Datasets=CC3&12M, Zero-shot evaluation=true2023.1229.7
GroupViTPost-processing=false, Training Datasets=CC12M+YFCC, Zero-shot evaluation=true2023.1227.9
SegCLIPPost-processing=true, Training Datasets=CC12M+COCO, Zero-shot evaluation=true2023.1226.5
SimSegPost-processing=true, Training Datasets=CC3&12M, Zero-shot evaluation=true2023.1225.7
OVSegmentorPost-processing=true, Training Datasets=CC12M*, Zero-shot evaluation=true2023.1225.1
GroupViTPost-processing=true, Training Datasets=CC12M+YFCC, Zero-shot evaluation=true2023.1224.3
MixReorgPost-processing=false, Training Datasets=CC12M, Zero-shot evaluation=true2023.1223.6
ViewCoPost-processing=true, Training Datasets=CC12M+YFCC, Zero-shot evaluation=true2023.1223.5
PGSegPost-processing=true, Training Datasets=CC12M, Zero-shot evaluation=true2023.1222.9
CoCuPost-processing=false, Training Datasets=CC3&12M+YFCC, Zero-shot evaluation=true2023.1222.7
CoCuPost-processing=true, Training Datasets=CC3&12M+YFCC, Zero-shot evaluation=true2023.1222
MixReorgPost-processing=true, Training Datasets=CC12M, Zero-shot evaluation=true2023.1221.3
ViewCoPost-processing=true, Training Datasets=CC12M, Zero-shot evaluation=true2023.1220.6
Dong et al.Post-processing=true, Training Datasets=LAION-20M, Zero-shot evaluation=true2023.1220.6
ZeroSegPost-processing=true, Training Datasets=CC12M+COCO, Zero-shot evaluation=true2023.1220.2
Dong et al.Post-processing=false, Training Datasets=LAION-20M, Zero-shot evaluation=true2023.1218.9
ViL-SegPost-processing=true, Training Datasets=CC12M, Zero-shot evaluation=true2023.1218.1
ReCoPost-processing=false, Training Datasets=ImageNet1K, Zero-shot evaluation=true2023.1217.3
ReCoPost-processing=true, Training Datasets=ImageNet1K, Zero-shot evaluation=true2023.1215.7