Adversarial Claim Rewriting Fact Verification on FEVER benchmark leaderboard · SOTA2 Research

Adversarial Claim Rewriting Fact Verification on FEVER

2.63ASRGEM

Evaluation Results

Method	Links
GEM2026.04		2.63	2.25	10	37.86	0	0	13.83	78.36	132.9
Deception2026.04		6.84	5.75	3.85	62.11	22.73	26.08	33.61	79.13	119.6
Omission2026.04		7.11	4.75	7.41	57.84	34.91	31.13	31.07	78.88	101.8
Fact-Saboteurs2026.04		8.16	6.25	3.23	61.4	27.4	29.21	35.42	77.04	108.5
AdvAdd2026.04		8.16	6.75	0	56.17	34.91	31.09	44.04	78.97	77.7
AdvAdd2026.04		13.5	10.75	14.81	36.78	40.88	26.65	44.59	76.95	84.88
GEM2026.04		16.32	11.75	17.74	42.82	75	33	23.98	74.41	154.4
AdvAdd2026.04		17.76	13.11	13.85	51.48	27.38	30.75	41.09	67.79	129.1
GEM2026.04		18.94	12.5	15.62	41.73	63.28	28.54	21.36	70.82	128.6
Fact-Saboteurs2026.04		33.75	21.75	23.7	46.32	58.83	29.61	28.13	72.47	139.39
Omission2026.04		36.68	20.6	7.38	43.84	100	51.88	13.44	71.34	121.5
Deception2026.04		45.89	23.19	10.33	62.64	74.35	39.92	23.91	54.35	113.97
Deception2026.04		51.84	24	5.88	68.55	60.35	35.26	26.83	55.55	113.97
Omission2026.04		55.5	52	5.86	44.11	83.5	49.09	9.37	77.62	84.88
Fact-Saboteurs2026.04		55.79	33.5	16.04	51.25	59.61	27.11	37.17	64.3	116.2