Machine-generated text detection on MGTBench 2.0 benchmark leaderboard · SOTA2 Research

Machine-generated text detection on MGTBench 2.0

99.7F1 Score (Llama-3.1-70b - ST)DistillBert-F

Evaluation Results

Method	Links
DistillBert-F2026.01		99.7	99.5	97.3	98.9	99.2	99.3	98.6	99.6	99.3	98.6	98.8	97.3	99.6	99.2	99.1
Roberta-F2026.01		99.5	99.8	97.9	99.2	99.3	99.2	98.8	99.8	99.1	98.9	98.8	97.4	99.4	99	99.3
Binoculars2026.01		89.7	91.2	89.4	88.1	87.5	90.8	79.4	82.5	84.6	79	83.8	84.2	93.5	90.2	92.1
Binoculars2026.01		84.3	88.8	87.2	83.5	85.3	87.6	72	76.8	80	66.7	78.8	75.6	92	85.4	90.4
Rank_GLTR2026.01		83	89.8	88.2	77.2	84.7	84.4	78.3	79.8	80.9	74.2	84.9	84.9	82.2	86.6	88.4
ENTROPY2026.01		81	83.3	83.3	78.1	83.2	85.1	76.2	82.5	83.2	77.3	82.6	82.9	80.5	82.6	84
LL2026.01		80.9	88	87.9	76.8	84.2	85.3	79.5	80.3	84.2	74.3	83	86.1	80.1	87.7	88.6
Rank2026.01		79.7	82.5	81.8	77.8	80.6	79.5	76.8	81.1	80.5	77.2	82.9	81.7	80.9	84	83
LL2026.01		68.9	80.2	75.5	66.8	77.6	73.9	65.5	65.9	73.2	59.8	71.8	65.5	69.2	76	73.4
ENTROPY2026.01		66.8	73	68.2	65.5	70.6	71.2	62.9	67.9	67.4	60.9	66.9	59.6	67.2	69.3	63.8
Roberta-F2026.01		66.7	66.7	64.5	66.7	66.7	66.7	66.7	66.7	66.7	66.7	66.7	66.7	66.7	66.7	57.7
Rank_GLTR2026.01		65.5	80	71.9	59	78.1	73.9	58.8	66	68.5	54.4	72.3	66.9	59.1	72.6	68.8
DistillBert-F2026.01		62.2	58.4	53.3	61.2	55.9	55.8	58.8	54.8	47	62.5	57.3	58.1	54.6	55.5	41.8
Rank2026.01		53.8	69.6	65.4	48.9	69	60.9	64.3	57.4	66.9	42.1	59.2	58.9	61.8	68.7	63.2