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Models/CAST

CAST

Reported on 10 benchmarks across 9 tasks · 2 papers · 10 SOTA

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

Computer Vision6 results

Instance SegmentationonCityscapes
AP· 2025-05-28
33.9
SOTA
CAST: Contrastive Adaptation and Distillation for Semi-Supervised Instance Segmentation arXiv:2505.21904
Semi-Supervised Instance SegmentationonADE20K
AP· 2025-05-28
16.7
SOTA
CAST: Contrastive Adaptation and Distillation for Semi-Supervised Instance Segmentation arXiv:2505.21904
Semi-Supervised Instance SegmentationonCityscapes
AP· 2025-05-28
33.9
SOTA
CAST: Contrastive Adaptation and Distillation for Semi-Supervised Instance Segmentation arXiv:2505.21904
SketchonStyleBench
CLIP Score· 2022-05-19
0.575
best: 0.66 (StyleShot)
SOTA
Domain Enhanced Arbitrary Image Style Transfer via Contrastive Learning arXiv:2205.09542
Style TransferonStyleBench
CLIP Score· 2022-05-19
0.575
best: 0.66 (StyleShot)
SOTA
Domain Enhanced Arbitrary Image Style Transfer via Contrastive Learning arXiv:2205.09542
Drawing PicturesonStyleBench
CLIP Score· 2022-05-19
0.575
best: 0.66 (StyleShot)
SOTA
Domain Enhanced Arbitrary Image Style Transfer via Contrastive Learning arXiv:2205.09542

Natural Language Processing1 result

Knowledge DistillationonCityscapes
AP· 2025-05-28
33.9
SOTA
CAST: Contrastive Adaptation and Distillation for Semi-Supervised Instance Segmentation arXiv:2505.21904

Knowledge Base1 result

2D Human Pose EstimationonStyleBench
CLIP Score· 2022-05-19
0.575
best: 0.66 (StyleShot)
SOTA
Domain Enhanced Arbitrary Image Style Transfer via Contrastive Learning arXiv:2205.09542

Methodology1 result

2D ClassificationonStyleBench
CLIP Score· 2022-05-19
0.575
best: 0.66 (StyleShot)
SOTA
Domain Enhanced Arbitrary Image Style Transfer via Contrastive Learning arXiv:2205.09542

Audio1 result

1 Image, 2*2 StitchionStyleBench
CLIP Score· 2022-05-19
0.575
best: 0.66 (StyleShot)
SOTA
Domain Enhanced Arbitrary Image Style Transfer via Contrastive Learning arXiv:2205.09542