CATs++

Reported on 4 benchmarks across 2 tasks · 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

Image MatchingonSPair-71k
PCK· 2022-02-14
59.8
best: 85.6 (GeoAware-SC (Supervised, AP-10K P.T.))
SOTA
CATs++: Boosting Cost Aggregation with Convolutions and Transformers arXiv:2202.06817
Image MatchingonPF-PASCAL
PCK· 2022-02-14
93.8
best: 95.8 (DINOv2)
SOTA
CATs++: Boosting Cost Aggregation with Convolutions and Transformers arXiv:2202.06817
Semantic correspondenceonSPair-71k
PCK· 2022-02-14
59.8
best: 85.6 (GeoAware-SC (Supervised, AP-10K P.T.))
SOTA
CATs++: Boosting Cost Aggregation with Convolutions and Transformers arXiv:2202.06817
Semantic correspondenceonPF-PASCAL
PCK· 2022-02-14
93.8
best: 95.8 (DINOv2)
SOTA
CATs++: Boosting Cost Aggregation with Convolutions and Transformers arXiv:2202.06817