Topic Classification on AGNEWS (Acc, SR, JB, HB) benchmark leaderboard · SOTA2 Research

Topic Classification on AGNEWS (Acc, SR, JB, HB)

91.3Accuracy (Acc)AsFT

Evaluation Results

Method	Links
AsFT2026.03		91.3	1.6	5.5	9
SFT2026.03		91.2	73.16	51.5	93
Safe LoRA2026.03		91.1	94.89	53.5	95
SFT2026.03		90.9	1.28	2.5	8
Safe LoRA2026.03		90.9	71.57	49.5	93.5
Constrained SFT2026.03		90.2	2.24	3	7.5
AsFT2026.03		90.1	23.29	33.5	65
Constrained SFT2026.03		90	12.46	18.5	42
SFT2026.03		89.9	83.71	52	95
PACT2026.03		89.6	3.35	6	9
Constrained SFT2026.03		89.3	16.93	20	45.5
Safe LoRA2026.03		89.2	1.6	1.5	8
AsFT2026.03		89.1	30.67	44	70.5
PACT2026.03		89.1	5.75	9	13.5
PACT2026.03		88.6	0.96	1.5	6
Initial2026.03		83.2	1.6	3	7
Initial2026.03		83.2	1.6	3	7
Initial2026.03		83.2	1.6	3	7