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Mathematical Reasoning on AIME 2024 (AIME24, Math Avg)

93.3Accuracy

DC-Tail

Updated 1d ago

Evaluation Results

Method
DC-Tail 2026.05	93.3	-	-	-	-	-	-
D-CDG (α = 1) 2026.05	93.3	-	-	-	-	-	-
CDG (ours) 2026.05	93.3	-	-	-	-	-	-
Majority 2026.05	93.3	-	-	-	-	-	-
DC-Mean 2026.05	93.3	-	-	-	-	-	-
DC-Tail 2026.05	93.3	-	-	-	-	-	-
D-CDG (α = 1) 2026.05	93.3	-	-	-	-	-	-
D-CDG (β = 0) 2026.05	93.3	-	-	-	-	-	-
CDG (ours) 2026.05	93.3	-	-	-	-	-	-
Majority 2026.05	90	-	-	-	-	-	-
DC-Mean 2026.05	90	-	-	-	-	-	-
D-CDG (β = 0) 2026.05	90	-	-	-	-	-	-
DC-Mean 2026.05	90	-	-	-	-	-	-
D-CDG (α = 1) 2026.05	90	-	-	-	-	-	-
D-CDG (β = 0) 2026.05	90	-	-	-	-	-	-
CDG (ours) 2026.05	90	-	-	-	-	-	-
DeepSeek-R1-0528 2026.02	88.67	-	-	-	-	-	-
DeepSeek-R1-0528 2026.02	88.67	-	-	-	-	-	-
ExComm 2026.05	87.8	-	-	-	-	-	-
Upper Bound 2025.08	87.78	-	-	-	-	-	-
Majority 2026.05	86.7	-	-	-	-	-	-
DC-Tail 2026.05	86.7	-	-	-	-	-	-
Full Attn 2026.05	86.67	-	-	-	-	-	-
RTPurbo 2026.05	86.67	-	-	-	-	-	-
Pass@1 2026.05	86.5	-	-	-	-	-	-
Independent Scaling 2026.05	84.2	-	-	-	-	-	-
I-DLM 2026.04	83.3	-	-	-	-	-	-
Independent Scaling + SR 2026.05	83.3	-	-	-	-	-	-
S2: S1 → SFT(2) 60B Targeted (all-attention) 2026.04	82.6	93.3	91	-	-	-	-
S1: Distil. 69B (Reg\|Lklhd–26) 2026.04	82.5	80	89.6	-	-	-	-
Pass@1 2026.05	81.7	-	-	-	-	-	-
PiCSAR 2025.08	81.33	-	-	-	-	-	-
S1: Distil. 69B (all-attention) 2026.04	80.4	90	85.6	-	-	-	-
S2: S1 → SFT(1) 40B Single Placement (Idealized\|Lklhd–6) 2026.04	80.1	93.3	90.9	-	-	-	-
SPS 2026.04	80	-	-	-	-	-	-
RTPurbo 2026.05	80	-	-	-	-	-	-
S1: Distil. 69B (Idealized\|All–18) 2026.04	79.6	86.7	86.2	-	-	-	-
Sequential Revision (SR) 2026.05	78.6	-	-	-	-	-	-
Tree Search 2026.05	78.3	-	-	-	-	-	-
Pass@1 2026.05	77.9	-	-	-	-	-	-
Apriel-H1 15B 2026.04	77.3	80	80.4	-	-	-	-
Self-Consistency 2025.08	77.23	-	-	-	-	-	-
S1: Distil. 69B (Idealized\|All–7) 2026.04	77	76.7	78.4	-	-	-	-
Base Agent 2026.05	76.9	-	-	-	-	-	-
Qwen3 2026.04	76.7	-	-	-	-	-	-
S1: Distil. 69B (Idealized\|All–6) 2026.04	76.7	63.3	76.7	-	-	-	-
DiffMAS 2026.04	76.7	-	-	-	-	-	-
Qwen3-4B-Thinking (2507) 2026.04	76.67	-	-	-	-	-	-
S1: Distil. 69B (Reg\|Lklhd–18) 2026.04	76.5	63.3	78.1	-	-	-	-
Falcon-H1R 7B 2026.04	75.9	66.7	78.6	-	-	-	-
Average 2025.08	75.37	-	-	-	-	-	-
S1: Distil. 69B (Idealized\|Lklhd–6) 2026.04	74.2	76.7	74.2	-	-	-	-
GSPO 2026.04	73.33	-	-	-	-	-	-
Qwen3 2026.04	73.1	-	-	-	-	-	-
ExComm 2026.05	72.5	-	-	-	-	-	-
Upper Bound 2025.08	72.22	-	-	-	-	-	-
GRPO 2026.04	70	-	-	-	-	-	-
I-DLM 2026.04	69.6	-	-	-	-	-	-
Full Attention 2026.04	69.2	-	-	-	-	-	-
S1: Distil. 69B (Reg\|Lklhd–13) 2026.04	69	66.7	76.2	-	-	-	-
DeepSeek-R1-Distill-Qwen-7B 2026.04	68.97	-	-	-	-	-	-
Tree Search 2026.05	67.2	-	-	-	-	-	-
OPD 2026.05	67.1	-	-	-	-	-	-
PRUNE-OPD (overlap) 2026.05	66.7	-	-	-	-	-	-
DAPO 2026.04	66.67	-	-	-	-	-	-
Upper Bound 2025.08	66.67	-	-	-	-	-	-
OPD (Truncate 4k) 2026.05	66	-	-	-	-	-	-
Independent Scaling 2026.05	65.3	-	-	-	-	-	-
Independent Scaling + SR 2026.05	65.3	-	-	-	-	-	-
DeepSeek-R1-Distill-Qwen-1.5B 2026.04	63.33	-	-	-	-	-	-
DiffMAS 2026.04	63.3	-	-	-	-	-	-
S1: Distil. 69B (Reg\|Lklhd–10) 2026.04	62.9	56.7	68	-	-	-	-
Base Agent 2026.05	61.4	-	-	-	-	-	-
PiCSAR 2025.08	61.11	-	-	-	-	-	-
Sequential Revision (SR) 2026.05	60.3	-	-	-	-	-	-
TriAttention 2026.04	59.2	-	-	-	-	-	-
Full Attention 2026.04	57.1	-	-	-	-	-	-
LatentMAS 2026.04	56.7	-	-	-	-	-	-
D-CDG (α = 1) 2026.05	56.7	-	-	-	-	-	-
CDG (ours) 2026.05	56.7	-	-	-	-	-	-
o1-mini 2026.05	53.3	-	-	-	-	-	-
DC-Tail 2026.05	53.3	-	-	-	-	-	-
GCPO 2026.05	51.7	-	-	-	-	-	-
Full Attention 2026.04	50.4	-	-	-	-	-	-
LatentMAS 2026.04	50	-	-	-	-	-	-
Single 2026.04	50	-	-	-	-	-	-
TextMAS 2026.04	50	-	-	-	-	-	-
GSPO + TAC 2025.10	50	-	-	-	-	-	-
Majority 2026.05	50	-	-	-	-	-	-
DC-Mean 2026.05	50	-	-	-	-	-	-
D-CDG (β = 0) 2026.05	50	-	-	-	-	-	-
HAPO 2025.09	49.74	-	-	-	-	-	-
R-KV 2026.04	49.6	-	-	-	-	-	-
Average 2025.08	49.44	-	-	-	-	-	-
DAPO w/ EDAS 2026.05	48.85	-	-	-	-	-	-
SnapKV 2026.04	48.3	-	-	-	-	-	-
PiCSAR 2025.08	47.78	-	-	-	-	-	-
Self-Consistency 2025.08	47.78	-	-	-	-	-	-
DAPO 2026.05	47.5	-	-	-	-	-	-
EDGE-GRPO 2025.09	46.94	-	-	-	-	-	-

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