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Multitask Language Understanding on MMLU (Accuracy)

91.5Accuracy

GoAgent

Updated 20h ago

Evaluation Results

Method	Links
GoAgent 2026.03		91.5
Average human expert performance 2021.12		89.8
ARG-Designer 2026.03		89.54
EIB-LEARNER 2026.03		88.9
G-Designer 2026.03		86.92
AgentRevive 2026.05		86.09
Dense 2025.10		86.06
AgentDropout 2026.03		85.62
AgentPrune 2026.03		85.07
AgentDropout 2026.05		84.97
LLM-Debate 2026.03		84.96
CoFiCot 2026.03		84.9
Random 2026.03		84.31
MASround=T 2026.05		84.31
ARG-Designer 2026.05		84.15
SC (CoT) 2026.05		83.7
SC 2026.03		83.66
CoT 2026.05		83.66
AgentPrune 2026.05		83.66
Dense 2025.10		83.24
Chain 2026.03		83.01
Best-of-k 2026.03		82.6
ARMOR 2025.10		82.4
Complete 2026.03		82.35
Vanilla 2026.05		82.35
MASround=1 2026.05		82.35
Autogen 2026.05		82.34
k-way SC 2026.03		82
CoT 2026.03		81.69
AgentVerse 2026.05		81.57
k-way SC 2026.03		81.3
Tree 2026.03		81.04
G-Designer 2026.05		81.02
Vanilla 2026.03		80.39
Dense 2025.10		79.8
Wanda 2025.10		79.61
NoWag-P 2025.10		78.93
SparseGPT 2025.10		78.71
ARMOR 2025.10		78.18
Qwen3-30B-A3B 2025.07		77.82
Qwen3-30B-A3B 2025.07		77.82
Qwen3 14B Base 2026.01		77
Qwen3 14B Base 2026.01		76.9
Qwen3 14B 2026.01		76.5
Qwen3 14B 2026.01		76.2
Wanda 2025.10		75.45
SparseGPT 2025.10		75.26
NoWag-P 2025.10		74.89
RS 2025.07		74.6
C32A2 2026.03		74.6
PT 2026.03		74.28
CAST 2025.12		74.27
None (original model) 2025.12		74.19
Dense 2025.10		74.19
LinEAS+E2E-DSAS (R) 2025.12		74.16
Qwen2-57B-A14B 2025.07		74.06
Qwen2-57B-A14B 2025.07		74.06
MoNE 2025.07		74.04
Qwen2.5-Math-7B 2026.03		73.9
LinEAS+DSAS 2025.12		73.81
LinEAS+E2E-DSAS (S) 2025.12		73.61
LinEAS 2025.12		73.59
Qwen3 8B Base 2026.01		73.5
Qwen3 8B Base 2026.01		73.5
CoFiCot 2026.03		73.5
FineRMoE 2026.03		73.08
CAA 2025.12		73.05
CAA+DSAS 2025.12		73.02
CT 2026.03		72.97
I-DPO + MaPPO 2025.07		72.9
ITI+DSAS 2025.12		72.74
ITI 2025.12		72.72
DIR 2025.12		72.64
ALBM 2025.12		72.55
SK 2025.12		72.33
Base 2025.12		72.31
MC-SMoE 2025.07		72.25
InfoRM 2025.12		72.22
MERA 2025.12		72.06
DPO + MaPPO 2025.07		72
PoE 2025.12		71.97
DPO 2025.07		71.9
I-DPO 2025.07		71.9
Qwen2.5-7B-Instruct 2025.06		71.85
IT 2025.07		71.8
MoNE 2025.07		71.64
Qwen3 8B 2026.01		71.6
Qwen3 8B 2026.01		71.4
RS 2025.07		70.99
ARMOR 2025.10		70.55
k-way SC 2026.03		70.4
Qwen3 4B Base 2026.01		70.1
Best-of-k 2026.03		70.1
Qwen3 4B Base 2026.01		69.9
NVShard 2026.03		69.81
Qwen2.5-7B-Writing-RL 2025.06		69.75
Qwen2.5-7B-WritingBench-SFT 2025.06		69.66
MC-SMoE 2025.07		69.46
FLAP 2025.07		69.43
Self-Refine + k-way SC 2026.03		69.4

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