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Models/ProxyCLIP

ProxyCLIP

Reported on 24 benchmarks across 3 tasks · 1 paper · 16 SOTA

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

Medical8 results

Semantic SegmentationonCOCO-Stuff-171
mIoU· 2024-08-09
26.8
best: 34 (CorrCLIP)
SOTA
ProxyCLIP: Proxy Attention Improves CLIP for Open-Vocabulary Segmentation arXiv:2408.04883
Semantic SegmentationonCOCO-Object
mIoU· 2024-08-09
39.2
best: 49.4 (CorrCLIP)
SOTA
ProxyCLIP: Proxy Attention Improves CLIP for Open-Vocabulary Segmentation arXiv:2408.04883
Semantic SegmentationonADE20K
Mean IoU (val)· 2024-08-09
24.2
best: 30.7 (CorrCLIP)
SOTA
ProxyCLIP: Proxy Attention Improves CLIP for Open-Vocabulary Segmentation arXiv:2408.04883
Semantic SegmentationonPASCAL Context-59
mIoU· 2024-08-09
39.6
best: 50.8 (CorrCLIP)
SOTA
ProxyCLIP: Proxy Attention Improves CLIP for Open-Vocabulary Segmentation arXiv:2408.04883
Semantic SegmentationonPASCAL Context-60
mIoU· 2024-08-09
35.4
best: 44.9 (CorrCLIP)
SOTA
ProxyCLIP: Proxy Attention Improves CLIP for Open-Vocabulary Segmentation arXiv:2408.04883
Semantic SegmentationonCityscapes val
mIoU· 2024-08-09
42
best: 90.3 (EfficientPS (Cityscapes-fine))
ProxyCLIP: Proxy Attention Improves CLIP for Open-Vocabulary Segmentation arXiv:2408.04883
Semantic SegmentationonPascalVOC-20
mIoU· 2024-08-09
83.3
best: 91.8 (CorrCLIP)
ProxyCLIP: Proxy Attention Improves CLIP for Open-Vocabulary Segmentation arXiv:2408.04883
Semantic SegmentationonPASCAL VOC
mIoU· 2024-08-09
65
best: 76.7 (CorrCLIP)
ProxyCLIP: Proxy Attention Improves CLIP for Open-Vocabulary Segmentation arXiv:2408.04883

Computer Vision8 results

Unsupervised Semantic SegmentationonCOCO-Stuff-171
mIoU· 2024-08-09
26.8
best: 34 (CorrCLIP)
SOTA
ProxyCLIP: Proxy Attention Improves CLIP for Open-Vocabulary Segmentation arXiv:2408.04883
Unsupervised Semantic SegmentationonCOCO-Object
mIoU· 2024-08-09
39.2
best: 49.4 (CorrCLIP)
SOTA
ProxyCLIP: Proxy Attention Improves CLIP for Open-Vocabulary Segmentation arXiv:2408.04883
Unsupervised Semantic SegmentationonADE20K
Mean IoU (val)· 2024-08-09
24.2
best: 30.7 (CorrCLIP)
SOTA
ProxyCLIP: Proxy Attention Improves CLIP for Open-Vocabulary Segmentation arXiv:2408.04883
Unsupervised Semantic SegmentationonCityscapes val
mIoU· 2024-08-09
42
best: 51.1 (CorrCLIP)
SOTA
ProxyCLIP: Proxy Attention Improves CLIP for Open-Vocabulary Segmentation arXiv:2408.04883
Unsupervised Semantic SegmentationonPASCAL Context-59
mIoU· 2024-08-09
39.6
best: 50.8 (CorrCLIP)
SOTA
ProxyCLIP: Proxy Attention Improves CLIP for Open-Vocabulary Segmentation arXiv:2408.04883
Unsupervised Semantic SegmentationonPASCAL Context-60
mIoU· 2024-08-09
35.4
best: 44.9 (CorrCLIP)
SOTA
ProxyCLIP: Proxy Attention Improves CLIP for Open-Vocabulary Segmentation arXiv:2408.04883
Unsupervised Semantic SegmentationonPascalVOC-20
mIoU· 2024-08-09
83.3
best: 91.8 (CorrCLIP)
ProxyCLIP: Proxy Attention Improves CLIP for Open-Vocabulary Segmentation arXiv:2408.04883
Unsupervised Semantic SegmentationonPASCAL VOC
mIoU· 2024-08-09
65
best: 76.7 (CorrCLIP)
ProxyCLIP: Proxy Attention Improves CLIP for Open-Vocabulary Segmentation arXiv:2408.04883

Audio8 results

10-shot image generationonCOCO-Stuff-171
mIoU· 2024-08-09
26.8
best: 34 (CorrCLIP)
SOTA
ProxyCLIP: Proxy Attention Improves CLIP for Open-Vocabulary Segmentation arXiv:2408.04883
10-shot image generationonCOCO-Object
mIoU· 2024-08-09
39.2
best: 49.4 (CorrCLIP)
SOTA
ProxyCLIP: Proxy Attention Improves CLIP for Open-Vocabulary Segmentation arXiv:2408.04883
10-shot image generationonADE20K
Mean IoU (val)· 2024-08-09
24.2
best: 30.7 (CorrCLIP)
SOTA
ProxyCLIP: Proxy Attention Improves CLIP for Open-Vocabulary Segmentation arXiv:2408.04883
10-shot image generationonPASCAL Context-59
mIoU· 2024-08-09
39.6
best: 50.8 (CorrCLIP)
SOTA
ProxyCLIP: Proxy Attention Improves CLIP for Open-Vocabulary Segmentation arXiv:2408.04883
10-shot image generationonPASCAL Context-60
mIoU· 2024-08-09
35.4
best: 44.9 (CorrCLIP)
SOTA
ProxyCLIP: Proxy Attention Improves CLIP for Open-Vocabulary Segmentation arXiv:2408.04883
10-shot image generationonCityscapes val
mIoU· 2024-08-09
42
best: 90.3 (EfficientPS (Cityscapes-fine))
ProxyCLIP: Proxy Attention Improves CLIP for Open-Vocabulary Segmentation arXiv:2408.04883
10-shot image generationonPascalVOC-20
mIoU· 2024-08-09
83.3
best: 91.8 (CorrCLIP)
ProxyCLIP: Proxy Attention Improves CLIP for Open-Vocabulary Segmentation arXiv:2408.04883
10-shot image generationonPASCAL VOC
mIoU· 2024-08-09
65
best: 76.7 (CorrCLIP)
ProxyCLIP: Proxy Attention Improves CLIP for Open-Vocabulary Segmentation arXiv:2408.04883