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ResearchFormerly WizWand

Semantic Segmentation on PASCAL Context (with background class) (val)

34.3mIoUTagAlign
18.28422.44226.630.758Dec 21, 2023
Updated 8mo ago

Evaluation results

MethodLinks
TagAlignPost-processing=false, Training Datasets=CC12M, Zero-shot evaluation=true2023.1234.3
TagAlignPost-processing=true, Training Datasets=CC12M, Zero-shot evaluation=true2023.1232.7
CLIPpyPost-processing=true, Training Datasets=HQITP-134M, Zero-shot evaluation=true2023.1232
TCLPost-processing=false, Training Datasets=CC3&12M, Zero-shot evaluation=true2023.1230.4
SimSegPost-processing=false, Training Datasets=CC3&12M, Zero-shot evaluation=true2023.1226.2
MixReorgPost-processing=false, Training Datasets=CC12M, Zero-shot evaluation=true2023.1225.4
SegCLIPPost-processing=true, Training Datasets=CC12M+COCO, Zero-shot evaluation=true2023.1224.7
TCLPost-processing=true, Training Datasets=CC3&12M, Zero-shot evaluation=true2023.1224.3
MixReorgPost-processing=true, Training Datasets=CC12M, Zero-shot evaluation=true2023.1223.9
Dong et al.Post-processing=true, Training Datasets=LAION-20M, Zero-shot evaluation=true2023.1223.6
CoCuPost-processing=false, Training Datasets=CC3&12M+YFCC, Zero-shot evaluation=true2023.1223.6
SimSegPost-processing=true, Training Datasets=CC3&12M, Zero-shot evaluation=true2023.1223.5
ViewCoPost-processing=true, Training Datasets=CC12M+YFCC, Zero-shot evaluation=true2023.1223
CoCuPost-processing=true, Training Datasets=CC3&12M+YFCC, Zero-shot evaluation=true2023.1222.8
Dong et al.Post-processing=false, Training Datasets=LAION-20M, Zero-shot evaluation=true2023.1222.6
ReCoPost-processing=false, Training Datasets=ImageNet1K, Zero-shot evaluation=true2023.1221.9
ViewCoPost-processing=true, Training Datasets=CC12M, Zero-shot evaluation=true2023.1220.8
PGSegPost-processing=true, Training Datasets=CC12M, Zero-shot evaluation=true2023.1220.6
ZeroSegPost-processing=true, Training Datasets=CC12M+COCO, Zero-shot evaluation=true2023.1220.4
OVSegmentorPost-processing=true, Training Datasets=CC12M*, Zero-shot evaluation=true2023.1220.4
ReCoPost-processing=true, Training Datasets=ImageNet1K, Zero-shot evaluation=true2023.1219.9
GroupViTPost-processing=true, Training Datasets=CC12M+YFCC, Zero-shot evaluation=true2023.1219
GroupViTPost-processing=false, Training Datasets=CC12M+YFCC, Zero-shot evaluation=true2023.1219
ViL-SegPost-processing=true, Training Datasets=CC12M, Zero-shot evaluation=true2023.1218.9