SD+DINO (Zero-shot)

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

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

Computer Vision3 results

Dense Pixel Correspondence EstimationonTSS
Average PCK@0.05· 2023-05-24
79.7
SOTA
A Tale of Two Features: Stable Diffusion Complements DINO for Zero-Shot Semantic Correspondence arXiv:2305.15347
Image MatchingonSPair-71k
PCK· 2023-05-24
64
best: 85.6 (GeoAware-SC (Supervised, AP-10K P.T.))
A Tale of Two Features: Stable Diffusion Complements DINO for Zero-Shot Semantic Correspondence arXiv:2305.15347
Semantic correspondenceonSPair-71k
PCK· 2023-05-24
64
best: 85.6 (GeoAware-SC (Supervised, AP-10K P.T.))
A Tale of Two Features: Stable Diffusion Complements DINO for Zero-Shot Semantic Correspondence arXiv:2305.15347