OTSeg+

Reported on 4 benchmarks across 1 task · 1 paper · 4 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Computer Vision4 results

Zero-Shot Semantic SegmentationonPASCAL VOC
Inductive Setting hIoU· 2024-03-21
87.4
best: 88.4 (CLIP-RC)
SOTA
OTSeg: Multi-prompt Sinkhorn Attention for Zero-Shot Semantic Segmentation arXiv:2403.14183
Zero-Shot Semantic SegmentationonPASCAL VOC
Transductive Setting hIoU· 2024-03-21
94.4
SOTA
OTSeg: Multi-prompt Sinkhorn Attention for Zero-Shot Semantic Segmentation arXiv:2403.14183
Zero-Shot Semantic SegmentationonCOCO-Stuff
Inductive Setting hIoU· 2024-03-21
41.5
SOTA
OTSeg: Multi-prompt Sinkhorn Attention for Zero-Shot Semantic Segmentation arXiv:2403.14183
Zero-Shot Semantic SegmentationonCOCO-Stuff
Transductive Setting hIoU· 2024-03-21
49.8
SOTA
OTSeg: Multi-prompt Sinkhorn Attention for Zero-Shot Semantic Segmentation arXiv:2403.14183