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ResearchFormerly WizWand

Synthetic Video Detection on GenBuster-Bench OOD 2025

96Detection Rate (Sora)BusterX++

Evaluation results

Method	Links
BusterX++2025.07		96	100	94	100	98	98	96	98	97.4	92.2
BusterX2025.07		91	89	92	99	94	93	87	94.7	92.5	87.8
Claude-Sonnet-4.62025.05		84	91	93	94	93.3	72	61	80	83.9	72.8
Claude-Sonnet-4.62025.07		84	91	93	94	93.3	72	61	80	83.9	72.8
BusterX2025.05		81.5	81	82	82	88.7	81	82	82	82.7	84.9
Grok-4.1-fast2025.05		78	81	60	90	80	87	92	73.3	79.6	77.9
Grok-4.1-fast2025.07		78	81	60	90	80	87	92	73.3	79.6	77.9
Vivit2025.05		74	52	69	53	62	55	33	68.7	60.6	76.8
Vivit2025.07		74	52	69	53	62	55	33	68.7	60.6	76.8
Qwen3.5-397B-A17B2025.05		69.5	78	84	94	65.3	62	57	35.3	66.5	74.7
DeMamba2025.05		65	75	73	56	46	68	71	84.7	66.9	80.4
DeMamba2025.07		65	75	73	56	46	68	71	84.7	66.9	80.4
Qwen3.5-122B-A10B2025.07		57	87	73	93	66	49	40	68	65.7	72.6
Claude-Haiku-4.52025.05		53	40	72	80	60	31	46	46.7	53.5	69.1
Claude-Haiku-4.52025.07		53	40	72	80	60	31	46	46.7	53.5	69.1
VideoMAE2025.05		48.5	79	65	52	76.7	24	55	72	59.5	76.4
Qwen3.5-35B-A3B2025.05		48.5	67	82	95	64	37	38	68	61.4	76.2
VideoMAE2025.07		48.5	79	65	52	76.7	24	55	72	59.5	76.4
GPT-5.2 (High)2025.05		43	77	78	91	66.7	36	27	33.3	54.5	73.9
Qwen3.5-27B2025.05		43	73	62	92	61.3	25	26	42.7	52	70.6
GPT-5.2 (High)2025.07		43	77	78	91	66.7	36	27	33.3	54.5	73.9
Qwen3.5-27B2025.07		43	70	72	89	61.3	47	43	54	58	67.2
MiMo-VL-7B-RL2025.05		41.5	59	55	68	64.7	59	43	68	56.6	74.3
3D ResNeXt2025.05		31	75	39	42	48.7	22	65	46	44.7	64.6
3D ResNeXt2025.07		31	75	39	42	48.7	22	65	46	44.7	64.6
Qwen3.5-4B2025.07		30	69	68	70	52.7	44	43	60.7	52.4	67.8
Qwen2.5-VL-7B2025.05		3	15	10	27	10.7	2	6	11.3	9.9	52