Video Editing on DAVIS (first 33 frames) benchmark leaderboard · SOTA2 Research

Video Editing on DAVIS (first 33 frames)

48.42Background MSERefaçade (stage2)

Evaluation Results

Method	Links
Refaçade (stage2)2025.12		48.42	32.33	0.9163	0.0795	0.7221	0.2426	0.6373	0.7338	10.855	2.654	3.2
Refaçade (stage1)2025.12		51.33	32.2	0.916	0.0805	0.7183	0.2108	0.6529	0.7269	11.1025	2.622	3.15
VideoPainter2025.12		262.14	24.91	0.8132	0.2425	0.7098	0.1573	0.7577	0.7105	13.6478	1.811	1.7
Señorita2025.12		290.22	24.56	0.7739	0.3534	0.6987	0.1819	0.7456	0.6992	8.6078	2.139	2.178
Lucy-Edit2025.12		430	23.73	0.768	0.2708	0.6966	0.1563	0.7576	0.6899	13.2379	2.231	2.489
TokenFlow2025.12		1,165.58	18.18	0.6563	0.3972	0.7088	0.1311	0.7523	0.7241	9.2764	1.778	1.133
AnyV2V2025.12		1,189.29	19	0.6139	0.344	0.7182	0.1538	0.7533	0.7317	12.4481	2	2.167
ICVE2025.12		1,513.94	18.55	0.6501	0.4014	0.7018	0.1517	0.7856	0.7158	10.8412	1.622	1.056
Ditto2025.12		1,882.43	17.51	0.6784	0.4238	0.672	0.1149	0.8118	0.688	9.2721	1.3	1.333
VACE2025.12		2,175.58	15.24	0.6199	0.3409	0.7182	0.1699	0.7586	0.7141	11.8412	2.033	2.433
InsV2V2025.12		3,173.99	13.77	0.5379	0.6097	0.69	0.1075	0.7602	0.7113	12.425	1.822	1.422
COCOCO2025.12		3,353.94	14.1	0.5452	0.4981	0.6979	0.1055	0.8076	0.6967	11.7707	1.644	1.644
Flatten2025.12		3,662.32	13.23	0.5597	0.5924	0.7231	0.1499	0.7524	0.738	11.2783	1.686	1.07
InsVIE2025.12		4,972.99	11.87	0.4316	0.597	0.7091	0.1447	0.8144	0.7069	31.3162	1.583	1.144