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Mathematical Reasoning on GSM8K (Pass@1, Token count)

95Pass@1 Accuracy

RED

Updated 12d ago

Evaluation Results

Method	Links
RED 2026.04		95	465
RED 2026.04		94.9	269
RL + LP 2026.04		94.7	822
RL + LP 2026.04		94.7	239
S-GRPO 2026.04		94.7	269
GRPO 2026.04		94.7	473
S-GRPO 2026.04		94.6	775
S-GRPO 2026.04		94.6	809
RED 2026.04		94.6	443
RED 2026.04		94.6	209
AlphaOne 2026.04		94.5	1,095
Think or Not 2026.04		94.5	641
GRPO 2026.04		94.5	1,558
S-GRPO 2026.04		94.5	249
GRPO 2026.04		94.4	1,373
AlphaOne 2026.04		94.4	1,090
GRPO 2026.04		94.4	420
RL + LP 2026.04		94.4	255
DEER 2026.04		94.3	711
Vanilla 2026.04		94.3	1,435
Think or Not 2026.04		94.2	599
DAST 2026.04		94.2	609
AlphaOne 2026.04		94.2	427
Vanilla 2026.04		94.1	1,573
DAST 2026.04		94.1	483
RL + LP 2026.04		94.1	823
DEER 2026.04		94.1	792
RED 2026.04		94.1	271
AlphaOne 2026.04		94.1	433
Vanilla 2026.04		94	432
Vanilla 2026.04		93.9	438
DAST 2026.04		93.9	266
DAST 2026.04		93.9	239
S-GRPO 2026.04		93.7	297
Think or Not 2026.04		93.7	241
AlphaOne 2026.04		93.4	459
Think or Not 2026.04		93.3	247
DEER 2026.04		93.3	277
S-GRPO 2026.04		93.2	432
AlphaOne 2026.04		93.1	598
RED 2026.04		93.1	283
Think or Not 2026.04		92.9	264
GRPO 2026.04		92.9	571
RL + LP 2026.04		92.5	291
DEER 2026.04		92.5	290
Think or Not 2026.04		92.5	257
Vanilla 2026.04		92.4	442
Vanilla 2026.04		92.3	606
RL + LP 2026.04		92.3	446
GRPO 2026.04		92.1	275
DAST 2026.04		91.9	388
DAST 2026.04		91.8	301
DEER 2026.04		89.7	297
DEER 2026.04		89.6	394