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Mathematical Reasoning on AQuA (Accuracy)

93.55Accuracy

ProTeGi

Updated 15d ago

Evaluation Results

Method	Links
ProTeGi 2026.05		93.55
PSAO_LLM 2026.05		93.42
COPRO 2026.05		92.76
PSAO_LLM 2026.05		92.65
PSAO_LLM 2026.05		92.65
PromptAgent 2026.05		92.24
CLoT 2026.04		91.8
Baseline 2026.05		91.45
GEPA 2026.05		90.13
MIPRO 2026.05		88.95
AgentRevive 2026.05		88.85
AgentDropout 2026.05		88.33
C-CoT 2026.04		88.1
ARG-Designer 2026.05		87.96
AgentPrune 2026.05		87.92
SC (CoT) 2026.05		87.85
G-Designer 2026.05		87.61
MASround=T 2026.05		87.5
CoT-SC 2026.04		87.4
Hierarchical MAS 2026.05		87.01
Hierarchical MAS + MASPO 2026.05		87.01
CLoT 2026.04		86.9
AutoGen 2026.05		86.71
MASround=1 2026.05		86.67
Hierarchical MAS + SPO 2026.05		86.61
AR 2026.04		86.6
DMoA 2026.05		86.6
GoAgent 2026.03		86.45
Hierarchical MAS + TPE 2026.05		86.45
AgentDropout 2026.05		86.23
AgentVerse 2026.05		85.9
CLoT 2026.04		85.8
Sequential MAS + MASPO 2026.05		85.56
ARG-Designer 2026.03		85.51
CoT 2026.05		85.42
Sequential MAS + TPE 2026.05		84.92
Vanilla 2026.05		84.58
ISP-CoT 2026.04		84.2
CoT 2026.04		84.2
ISP-CoT 2026.04		83.7
Sequential MAS 2026.05		83.47
EIB-LEARNER 2026.03		83.46
ATAR 2025.10		83.46
COPRO 2026.05		83.42
GEPA 2026.05		83.42
COPRO 2026.05		83.42
C-CoT 2026.04		83.3
PromptAgent 2026.05		83.29
CoT-SC 2026.04		83.1
CoT-SC 2026.04		83.1
RADAR 2026.05		82.84
CoT 2026.04		82.7
C-CoT 2026.04		82.7
STEER 2026.05		82.66
Baseline 2026.05		82.63
Self-Refine 2026.05		82.28
SC (COT×5) 2026.05		82.28
SC (CoT) 2026.05		82.17
CoT 2026.05		81.89
MIPRO 2026.05		81.84
MIPRO 2026.05		81.84
G-Designer 2026.03		81.6
AgentSquare 2026.05		81.5
CoT 2026.04		81.4
SpecReason 2026.05		81.36
ProTeGi 2026.05		81.32
Sequential MAS + SPO 2026.05		81.1
ARG-Designer 2026.05		81.1
AgentDropout 2026.03		80.94
AgentPrune 2026.05		80.93
DALA 2025.11		80.92
AFlow 2026.05		80.9
G-Designer 2026.05		80.75
GPTSwarm 2026.05		80.71
AgentPrune 2026.03		80.51
SafeSieve 2026.05		80.4
MaAS 2026.05		80.25
ATAR 2025.10		79.92
Tr 2026.04		79.9
SWIFT 2026.04		79.9
LLM-Debate 2026.05		79.7
DyLAN 2026.05		79.59
Vanilla 2026.05		79.53
AR 2026.04		79.5
ARG-Designer 2026.05		79.48
GTD 2026.05		79.44
MultiPersona 2026.05		79.23
MacNet 2026.05		79.23
ATAR 2025.10		79.13
LLM-Blender 2026.05		78.99
Vanilla 2026.05		78.92
AutoAgents 2026.05		78.65
AgentPrune-R 2025.11		78.6
AFlow 2026.05		78.2
ADAS 2026.05		77.71
LLM-Debate 2026.03		77.65
ComplexCoT 2025.11		77.58
LLM-Debate 2025.11		77.52
AR 2026.04		77.5
AgentVerse 2026.05		77.47

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