Mathematical Reasoning on GSM8K (Acc, Tok, CR, Cost) benchmark leaderboard · SOTA2 Research

Mathematical Reasoning on GSM8K (Acc, Tok, CR, Cost)

96.7AccuracyVanilla

Evaluation Results

Method	Links
Vanilla2026.04		96.7	1,668	100	1,668
EAT2026.04		96.7	1,591	95.4	1,639
RCPD2026.04		96.7	1,394	83.6	1,476
DEER2026.04		96.4	763	45.7	778
CoDE-Stop2026.04		95.2	695	41.7	709
Vanilla2026.04		94.8	2,306	100	2,306
DEER2026.04		94.8	1,374	59.6	1,400
RCPD2026.04		94.7	2,140	92.8	2,264
EAT2026.04		94.6	2,092	90.7	2,161
CoDE-Stop2026.04		94.6	1,208	52.4	1,233
Vanilla2026.04		91.7	1,211	100	1,211
RCPD2026.04		91.7	1,182	97.6	1,253
Think or Not2026.04		91.6	1,162	96	1,724
EAT2026.04		91.6	1,194	98.6	1,229
DEER2026.04		91.1	984	81.3	1,007
RCPD2026.04		90.8	1,840	100	1,934
CoDE-Stop2026.04		90.8	860	71	881
Vanilla2026.04		90.7	1,840	100	1,840
EAT2026.04		90.7	1,789	97.2	1,870
Think or Not2026.04		90.6	1,808	98.3	3,319
Answer Convergence2026.04		90.1	385	23.1	811
DEER2026.04		89.5	1,254	68.2	1,322
CoDE-Stop2026.04		88.6	1,056	57.4	1,110
Think or Not2026.04		87.4	1,618	70.2	2,462
Answer Convergence2026.04		82.6	421	34.8	666
Answer Convergence2026.04		80.2	518	28.2	827
Answer Convergence2026.04		75.1	401	17.4	825