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Synthetic Video Detection on GenBuster-Bench OOD 2025

96Detection Rate (Sora)

BusterX++

Updated 1mo ago

Evaluation Results

Method	Links
BusterX++ 2025.07		96	100	94	100	98	98	96	98	97.4	92.2
BusterX 2025.07		91	89	92	99	94	93	87	94.7	92.5	87.8
Claude-Sonnet-4.6 2025.05		84	91	93	94	93.3	72	61	80	83.9	72.8
Claude-Sonnet-4.6 2025.07		84	91	93	94	93.3	72	61	80	83.9	72.8
BusterX 2025.05		81.5	81	82	82	88.7	81	82	82	82.7	84.9
Grok-4.1-fast 2025.05		78	81	60	90	80	87	92	73.3	79.6	77.9
Grok-4.1-fast 2025.07		78	81	60	90	80	87	92	73.3	79.6	77.9
Vivit 2025.05		74	52	69	53	62	55	33	68.7	60.6	76.8
Vivit 2025.07		74	52	69	53	62	55	33	68.7	60.6	76.8
Qwen3.5-397B-A17B 2025.05		69.5	78	84	94	65.3	62	57	35.3	66.5	74.7
DeMamba 2025.05		65	75	73	56	46	68	71	84.7	66.9	80.4
DeMamba 2025.07		65	75	73	56	46	68	71	84.7	66.9	80.4
Qwen3.5-122B-A10B 2025.07		57	87	73	93	66	49	40	68	65.7	72.6
Claude-Haiku-4.5 2025.05		53	40	72	80	60	31	46	46.7	53.5	69.1
Claude-Haiku-4.5 2025.07		53	40	72	80	60	31	46	46.7	53.5	69.1
VideoMAE 2025.05		48.5	79	65	52	76.7	24	55	72	59.5	76.4
Qwen3.5-35B-A3B 2025.05		48.5	67	82	95	64	37	38	68	61.4	76.2
VideoMAE 2025.07		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
Qwen3.5-27B 2025.05		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
Qwen3.5-27B 2025.07		43	70	72	89	61.3	47	43	54	58	67.2
MiMo-VL-7B-RL 2025.05		41.5	59	55	68	64.7	59	43	68	56.6	74.3
3D ResNeXt 2025.05		31	75	39	42	48.7	22	65	46	44.7	64.6
3D ResNeXt 2025.07		31	75	39	42	48.7	22	65	46	44.7	64.6
Qwen3.5-4B 2025.07		30	69	68	70	52.7	44	43	60.7	52.4	67.8
Qwen2.5-VL-7B 2025.05		3	15	10	27	10.7	2	6	11.3	9.9	52