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Benchmarks
Open-vocabulary Semantic Segmentation on PASCAL-VOC PAS-20b
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86.3
mIoU
ESC-Net
57.908
65.279
72.65
80.021
Nov 22, 2024
mIoU
Updated 1mo ago
Evaluation Results
Method
Method
Links
mIoU
ESC-Net
VLM=CLIP ViT-L/14, Tra...
2024.11
86.3
CAT-Seg
VLM=CLIP ViT-L/14, Tra...
2024.11
82.5
ESC-Net
VLM=CLIP ViT-B/16, Tra...
2024.11
80.1
CAT-Seg
VLM=CLIP ViT-B/16, Tra...
2024.11
77.3
OpenSeg
VLM=ALIGN, Additional...
2024.11
70.2
OpenSeg
VLM=ALIGN, Additional...
2024.11
63.8
ZegFormer
VLM=CLIP ViT-B/16, Add...
2024.11
62.7
LSeg+
VLM=ALIGN, Additional...
2024.11
59
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