Image Alignment

Benchmarks

Dataset Name	SOTA Method	Metric
Sintel and DAVIS Average	DMAligner	LPIPS0.211	9	4mo ago
DAVIS	DMAligner	LPIPS0.202	9	4mo ago
Sintel (Final)	RAFT	LPIPS0.171	9	4mo ago
Sintel Clean	RAFT	LPIPS0.245	9	4mo ago
CustomConcept101 (test)	Personalized Residuals	CLIP Image Score0.7594	7	5mo ago
AANAP building (train test overlapping)	Mesh-based Warp	RMSE (Training)4.16	6	5mo ago
SVA-chess girl (train test overlapping)	Mesh-based Warp	RMSE (TR)2.92	6	5mo ago
DH-carpark (train test overlapping)	Mesh-based Warp	RMSE (Train)1.37	6	5mo ago
DH-temple (train test overlapping)	Mesh-based Warp	RMSE (Training)4.84	6	5mo ago
SPHP street (train test overlapping)	Mesh-based Warp	RMSE (Training)1.57	6	5mo ago
SPHP garden (train test overlapping)	Mesh-based Warp	RMSE (Training)1.35	6	5mo ago
APAP-conssite (train/test/overlapping)	Mesh-based Warp	RMSE (Train)4.4	6	5mo ago
APAP garden (train test overlapping)	Mesh-based Warp	RMSE (Training)0.85	6	5mo ago
APAP-railtracks (train/test/overlapping)	Mesh-based Warp	RMSE (TR)3.23	6	5mo ago
Amazon Mechanical Turk (AMT)	Personalized Residuals	Human Preference Score63.27	5	5mo ago
MNIST (held-out digits 3 and 5)	OT-SI	Alignment Score (Original)72.5	3	1mo ago

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