Text-to-Video Red-teaming on 390 Meta Harmful Seed Prompts benchmark leaderboard · SOTA2 Research

Text-to-Video Red-teaming on 390 Meta Harmful Seed Prompts

0Violence CountNaive

Evaluation Results

Method	Links
Naive2025.11		0	1	2	0	4	3	10	98.3	98.9	99.4
Naive2025.11		2	1	1	0	3	2	9	98.6	97.2	98.3
UVD2025.11		25	21	20	8	17	22	113	90.8	90.2	91.1
UVD2025.11		27	23	19	10	20	22	121	89	90	90.8
T2VSafetyBench2025.11		35	29	23	11	22	25	145	50.8	53.5	53.7
T2VSafetyBench2025.11		37	30	24	18	21	29	159	51	53	54
ART2025.11		42	39	33	17	30	33	194	91.8	92.4	93.2
ART2025.11		43	41	32	19	34	36	205	92.2	93	92.7
FLIRT2025.11		45	44	39	20	36	36	220	48.6	50.8	50.5
FLIRT2025.11		47	44	37	21	36	38	223	51.4	52.2	51.9
TEAR2025.11		57	63	56	27	53	58	314	94.3	97.4	94.9
TEAR2025.11		61	55	58	29	57	61	321	96.7	96.5	95.6