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Video Forgery Detection on GenVideo (test)

97.13Recall (Average)

NSG-VD

Updated 4d ago

Evaluation Results

Method	Links
NSG-VD 2026.01		97.13	94.64	89.83	100	89.85	98.33	88.39	100	86.64	97.5	88.97	100	87.91	100	90.57	100	88.24	91.67	83.97	89.17	80.45	87.45
MPF-Net 2026.01		94.67	87.5	80.99	99.57	98.66	99.42	99.13	92	94.71	88.5	93.33	88.14	92.57	100	98.74	99.93	99.4	99.29	98.51	92.38	89.47	94.55
MPF-Net 2026.01		92.63	83.93	76.42	99	98.09	99.78	99.17	85.71	90.91	90.79	94.46	84.29	90.08	100	98.43	99.93	99.29	99.43	98.31	83.48	89.92	93.51
NSG-VD 2026.01		88.02	78.57	87.13	98.33	98.33	80	87.27	92.5	91.74	94.17	94.17	87.5	90.52	100	96.77	98.33	95.93	68.33	78.85	82.5	88	90.87
Skyra-RL-GenVideo(7B) 2026.01		87.66	95.64	95.5	95.86	94.51	96.23	95.3	82.71	87.79	94.29	94.32	72	81.36	97.92	96.16	98.07	96.01	66.29	76.76	78.63	85.41	90
ReStraV 2026.01		82	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	89.8
DeMamba-XCLIP-FT 2026.01		80.98	94.64	50	98.43	92.55	92.17	92.4	82.43	83.81	52.29	65.59	54	64.12	99.52	92.28	99.14	96.09	79.29	81.92	57.88	68.55	78.73
DeMamba-XCLIP-FT 2026.01		75.72	92.86	42.98	97.29	89.9	98.48	94.6	38.29	48.64	53.5	65.59	41.43	51.6	99.84	90.17	94.07	92.35	77.29	78.69	64.15	71.83	72.63
STIL 2026.01		73.83	75	9.84	79.43	55.3	94.49	75.8	57.86	43.55	53.14	51.28	64.14	47.08	97.12	61.07	85.29	71.3	69.43	50.08	62.42	51.17	51.65
ReStraV 2026.01		73.5	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	-	82.7
STIL 2026.01		72.39	71.43	9.22	80.43	55.33	88.48	72.4	67.71	48.64	54.57	51.99	55.71	41.81	93.93	59.21	89.57	73.17	72	50.99	50.11	42.92	50.57
XCLIP-B-FT 2026.01		72.01	85.71	77.05	95.43	96.32	76.23	85.8	65.86	78.14	35.93	52.34	37	52.91	99.68	98.26	99	98.79	75.57	84.68	49.78	65.48	78.98
TALL 2026.01		71.41	60.71	10.38	70.43	56.09	94.49	80.29	59.14	49.32	57.57	58.17	64	52.31	96.33	67.26	88.71	77.46	60.57	50.24	62.1	55.69	55.72
TALL 2026.01		65.68	57.14	17.3	76.43	70.53	79.57	79.57	64.43	62.89	34.86	44.98	56.29	57.27	85.14	74.03	91.43	86.423	67.14	64.69	44.38	50.77	60.85
FTCN-CLIP-B 2026.01		62.87	91.07	58.96	93	91.95	92.32	93.71	17.71	27.7	17.5	28.55	6.43	10.88	99.68	94.83	84.79	89.48	74.57	81.06	51.73	65.13	64.23
FTCN-CLIP-B 2026.01		62.79	89.29	81.3	97.86	97.65	62.97	76.64	40.43	56.6	16.5	28.02	15.57	26.36	99.84	98.58	99.71	99.22	65.14	77.75	40.6	56.97	69.91
MINTIME-CLIP-B 2026.01		61.35	69.64	55.32	92.57	92.97	91.16	93.78	10.71	18.27	22.93	36.33	10.71	18.27	99.68	96.3	86	90.87	73.71	81.77	56.37	69.88	65.38
XCLIP-B-FT 2026.01		60.96	67.86	58.91	91.29	93.01	96.23	96.79	12	20.49	22.36	35.81	9.14	15.79	99.84	97.12	83.43	89.74	75.57	83.61	51.84	66.62	65.79
NPR 2026.01		51.44	55.36	46.27	77.57	84.1	71.88	81.97	48.6	8.71	7.21	12.93	4.29	7.72	86.26	88.94	60.29	73.68	71.43	80.19	31.53	46.04	53.06
NPR 2026.01		46.18	46.43	46.85	78.57	85.92	63.7	76.84	21.86	34.69	7	12.83	3.29	6.12	92.97	94.01	89.29	93.32	33.86	49.07	24.84	38.82	53.85
MINTIME-CLIP-B 2026.01		21.66	16.07	23.38	26.86	41.78	14.71	25.45	5.57	10.39	37.57	54.28	9	16.26	21.88	35.35	40.71	57.52	1.14	2.22	43.09	59.69	32.63