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Mathematical Reasoning on Olympiad

70.9Accuracy

DeepSeek-R1-Distill-Qwen-7B + ERC-DAPO

Updated 25d ago

Evaluation Results

Method	Links
DeepSeek-R1-Distill-Qwen-7B + ERC-DAPO 2025.12		70.9
DeepSeek-R1-Distill-Qwen-7B + DAPO 2025.12		69.9
DeepSeek-R1-Distill-Qwen-7B 2025.12		67
DeepSeek-R1-Distill-Qwen-7B + GRPO 2025.12		65.6
DeepSeek-R1-Distill-Qwen-1.5B + ERC-DAPO 2025.12		61
SOUPratio 2026.01		59.05
DeepSeek-R1-Distill-Qwen-1.5B + DAPO 2025.12		58.6
Vanilla 2026.03		58.22
Vanilla 2026.03		58.22
On-policy 2026.01		58
SPIRAL 2025.06		57.9
GSPO + LIE 2026.02		57.2
M2PO 2026.01		56.92
DeepSeek-Distill-Qwen-7B 2025.06		56.9
DeepSeek-R1-Distill-Qwen-1.5B + GRPO 2025.12		56.2
R-KV 2026.03		55.56
LongFlow 2026.03		55.56
VATP 2026.03		55.41
GRPO w/Clip-higher 2026.02		54.1
GRPO w/Clip-higher + LIE 2026.02		54.1
H2O 2026.03		53.78
R-KV 2026.03		53.33
SFT 2025.06		52.4
SOUPentropy 2026.01		52.2
DeepSeek-R1-Distill-Qwen-1.5B 2025.12		51.8
GSPO 2026.02		51.7
LUFFY 2026.01		51.61
LongFlow 2026.03		51.11
DPO-R1 (HIGH) 2026.02		50.8
PACE 2026.02		50.8
DPO-R1 (LOW) 2026.02		50.7
DPO-R1 (ZHANG ET AL., 2025) 2026.02		50.7
DPO-R1 (MIDDLE) 2026.02		50.5
DPO-R1 (HIGH) 2026.02		50.5
DPO-R1 (MIDDLE) 2026.02		50.4
LUFFY 2026.01		49.99
GRPO + LIE 2026.02		49.9
INSTRUCT (BASE) 2026.02		49.9
DPO-R1 (LOW) 2026.02		49.9
PACE 2026.02		49.6
SPIRAL 2025.06		49.6
VATP 2026.03		49.33
H2O 2026.03		49.04
DPO-R1 (ZHANG ET AL., 2025) 2026.02		48.9
SOUPratio 2026.01		48.32
EASD 2025.12		48.15
Absolute Zero 2025.12		47.8
General-Reasoner 2025.12		47.7
INSTRUCT (BASE) 2026.02		47.4
GRPO 2026.02		47.1
Single Model 2025.12		46.81
R-KV 2026.03		46.81
VATP 2026.03		46.67
DPO (Full) 2026.02		46.5
RSD 2025.12		46.5
R-Few (5%) 2025.12		46.4
General-Reasoner 2025.12		46.3
H2O 2026.03		46.22
SOUPentropy 2026.01		46.14
On-policy 2026.01		45.97
R-KV 2026.03		45.93
LongFlow 2026.03		45.93
SFT 2025.06		45.9
RSD 2025.12		45.62
SAGE 2026.02		45.5
Majority Voting (N=16) 2025.12		45.33
SD 2025.12		45.33
Vanilla 2026.02		45.3
EASD 2025.12		44.74
Single Model 2025.12		44.59
Vanilla 2026.03		44.3
Vanilla 2026.03		44.3
SD 2025.12		44.15
R-Few (1%) 2025.12		44
H2O 2026.03		44
LongFlow 2026.03		43.85
M2PO 2026.01		43.76
VATP 2026.03		43.56
R-Zero 2025.12		43.4
DPO (Random) 2026.02		43
R-Few (5%) 2025.12		42.8
SPICE 2025.12		42.7
SPICE 2025.12		42.5
R-Few (1%) 2025.12		42.4
SPIRAL 2025.06		41.8
Absolute Zero 2025.12		41.5
R-Zero 2025.12		40.6
Base Model 2025.12		40.4
Beam Search (N=16) 2025.12		40.15
SPIRAL 2025.06		38.4
SFT 2025.06		37.6
SFT 2025.06		36.7
FIM-TIES 2026.03		36.3
Single Model 2025.12		35.7
Base Model 2025.12		34.8
ACM-TIES 2026.03		33.8
SPIRAL 2025.06		33.7
Qwen3-8B-Base 2025.06		33.5
Qwen3-4B-Base 2025.06		33.3
Qwen3-4B-Base 2026.02		33.2

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