Factuality Checking on FacTax-Benchmark (test) benchmark leaderboard · SOTA2 Research

Factuality Checking on FacTax-Benchmark (test)

100Polytope ScoreTrueTeacher

Evaluation Results

Method	Links
TrueTeacher2026.05		100	64.9	56.1	66.6	76.6	78.7	73.6	73.3	67.4	73	6.5
Qwen3-30B-A3B-Thinking2026.05		95.5	74.5	63.5	75.3	67.8	72.2	66	67.1	78.6	73.4	6.6
FACTAX-GPT-4o2026.05		94.1	79.5	61.7	79.7	74.1	70.2	73.9	70.1	74.6	75.3	5.4
Qwen3-30B-A3B-Instruct2026.05		94.1	94.4	63.7	81.4	75.7	75.4	66.9	74.1	76	78	3.6
ChatGPT-ZS2026.05		90.2	79.8	54.8	65.1	71.8	74	63.4	68.8	66.9	70.5	9.7
Qwen3-4B-Thinking2026.05		87.9	70.6	53.7	67.3	72.4	70	57.6	65.3	76.4	69	10.9
FACTAX-ChatGPT-3.5-WD2026.05		85.3	73	67.1	70.7	71.5	70.8	68.9	69.5	64.2	71.2	8.3
FACTAX-ChatGPT-3.52026.05		78.4	67.4	62.8	68.7	74.1	70.3	75.1	71.7	62.8	70.1	8.5
Qwen3-0.6B +SFT+DPO2026.05		73.7	88.3	61.3	72.6	69.7	76	67	68.9	76.2	72.6	7.2
Qwen3-4B-Instruct2026.05		73.5	87.1	67.6	81.3	73.9	68.2	67.3	63	75	73	7.1
Qwen3-0.6B +SFT2026.05		68.8	69.3	60.6	68.9	66.5	67.9	64.9	64.2	73.7	64.8	12.1
FactCG2026.05		48.5	64.6	56.9	76.8	67.8	81.4	68	70.1	68.8	67	9
MiniCheck-RoBERTa2026.05		48.5	56.6	54.5	58.9	67.4	77.2	60.8	67.7	64.1	61.7	13.5
MiniCheck-BeSpoke-7B2026.05		47.8	77.6	63.4	73.2	75.8	80.4	73.1	74.4	77.1	71.4	4.9
MiniCheck-FT52026.05		46.3	73.7	60.6	71.1	65.9	77.3	70	71	65.8	66.9	9.6
MiniCheck-DeBERTa2026.05		42.5	59.6	62.5	59.4	65.9	71.8	62.9	71.9	62.3	62.1	12.8
Qwen3-0.6B2026.05		41.2	68.8	52.4	53.7	60.5	60.7	54.6	57.3	60.1	56.6	16.5