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Reasoning on ARC-c

96.3Accuracy (ARC-c)

Ref. SOTA

Updated 23d ago

Evaluation Results

Method
Ref. SOTA 2026.03	96.3	-	-	-	-	-	-	-
Ouro2.6B-Thinking + RLTT 2026.02	94.4	-	-	-	-	-	-	-
Ouro2.6B-Thinking + GRPO 2026.02	93.7	-	-	-	-	-	-	-
Ouro2.6B-Thinking 2026.02	93.6	-	-	-	-	-	-	-
Ouro2.6B-Thinking + SFT 2026.02	93.5	-	-	-	-	-	-	-
EcoThink 2026.03	93.1	-	-	-3.2	0.015	-	-	-
Qwen3 – 4B 2026.02	90.5	-	-	-	-	-	-	-
Molmo2-8B 2026.01	89.6	-	-	-	-	-	-	-
Molmo2-4B 2026.01	89.3	-	-	-	-	-	-	-
SKillWeave (Ours) 2026.05	88.6	-	-	-	-	-	-	-
SkillWeave (Delta-Come replacement) 2026.05	88.4	-	-	-	-	-	-	-
Qwen3-8B 2026.01	88.3	-	-	-	-	-	-	-
Sequentially MTL 2026.05	88.2	-	-	-	-	-	-	-
LLaDA-8B-Instruct 2026.04	87.8	-	-	-	-	-	-	-
Twin-Merging r1024 2026.05	87.4	-	-	-	-	-	-	-
SkillWeave (ASVD replacement) 2026.05	87.2	-	-	-	-	-	-	-
EMR-Merging 2026.05	86.9	-	-	-	-	-	-	-
SkillWeave (PEFT replacement) 2026.05	86.9	-	-	-	-	-	-	-
SDAR-8B-Chat 2026.04	86.78	-	-	-	-	-	-	-
Twin-Merging r512 2026.05	86.7	-	-	-	-	-	-	-
Qwen2-57BA14B-it 2026.05	86.6	-	-	-	-	-	-	-
Routed LoRA r1024 2026.05	86.5	-	-	-	-	-	-	-
TALL-Mask 2026.05	86.4	-	-	-	-	-	-	-
LLaDA2.0-mini 2026.04	85.76	-	-	-	-	-	-	-
Routed LoRA r512 2026.05	85.7	-	-	-	-	-	-	-
SkillWeave (Self-Specialize replacement) 2026.05	85.7	-	-	-	-	-	-	-
PCB-Merge+DARE 2026.05	84.6	-	-	-	-	-	-	-
Self-MoE 2026.05	84.6	-	-	-	-	-	-	-
SkillWeave (Self-Rewarding replacement) 2026.05	84.3	-	-	-	-	-	-	-
PCB-Merging 2026.05	84.2	-	-	-	-	-	-	-
Qwen3 – 1.7B 2026.02	84	-	-	-	-	-	-	-
Ties-Merging 2026.05	84	-	-	-	-	-	-	-
Task Arithmetic 2026.05	83.6	-	-	-	-	-	-	-
Self-Rewarding 2026.05	83.6	-	-	-	-	-	-	-
FuseLLM 2026.05	83.5	-	-	-	-	-	-	-
LLaDA2.1-mini 2026.04	83.39	-	-	-	-	-	-	-
Qwen3-4B 2026.01	83.3	-	-	-	-	-	-	-
Jointly MTL 2026.05	83.2	-	-	-	-	-	-	-
Self-Align 2026.05	83	-	-	-	-	-	-	-
DeepSeekR1 – 7B 2026.02	82.5	-	-	-	-	-	-	-
Llama3.1-8B-Instruct 2026.05	82.4	-	-	-	-	-	-	-
FuseChat3.0 2026.05	82.2	-	-	-	-	-	-	-
Dream-7B-Instruct 2026.04	81.36	-	-	-	-	-	-	-
Molmo2-O-7B 2026.01	79.9	-	-	-	-	-	-	-
SDAR-30B-A3B 2026.04	78.98	-	-	-	-	-	-	-
Qwen2.5-14B 2026.05	78.3	-	-	-	-	-	-	-
FuseChat3.0 2026.05	77.5	-	-	-	-	-	-	-
Gemma2-27B-it 2026.05	77.4	-	-	-	-	-	-	-
Qwen1.5-72B-Chat 2026.05	75.8	-	-	-	-	-	-	-
SkillWeave 2026.05	72.9	-	-	-	-	-	-	-
OLMo3-7B-Instruct 2026.01	72.2	-	-	-	-	-	-	-
self-rewarding 2026.05	71.1	-	-	-	-	-	-	-
PEFT 2026.05	70.8	-	-	-	-	-	-	-
Twin-merging 2026.05	70.1	-	-	-	-	-	-	-
Llama3.2-1B-Instruct 2026.05	69.4	-	-	-	-	-	-	-
USMoE 2025.03	64.6	-	-	-	-	-	-	-
Original 2025.03	63.1	-	-	-	-	-	-	-
UM-187k 2025.11	60.87	-	-	-	-	-	-	-
UM-190k 2025.11	60.7	-	-	-	-	-	-	-
USMoE 2025.03	60	-	-	-	-	-	-	-
UM-170k 2025.11	59.87	-	-	-	-	-	-	-
TuluDPO 2025.11	59.59	-	-	-	-	-	-	-
ORPO 2025.11	58.83	-	-	-	-	-	-	-
Original 2025.03	58.4	-	-	-	-	-	-	-
UltraFB 2025.11	58.17	-	-	-	-	-	-	-
SFT 2025.11	57.68	-	-	-	-	-	-	-
HelpSteer 2025.11	56.97	-	-	-	-	-	-	-
Ground Truth 2025.09	56.911	-	-	-	-	-	-	-
DeepSeekR1 – 1.5B 2026.02	55.5	-	-	-	-	-	-	-
CodePref 2025.11	52.73	-	-	-	-	-	-	-
R^phi 2025.09	52.558	-	-	-	-	-	-	1.022
RBRIDGE 2025.09	52.254	-	-	-	-	-	-	0.718
Expert Choice (EC) 2025.03	51.2	-	-	-	-	-	-	-
TuluDPO 2025.11	50.94	-	-	-	-	-	-	-
UM-190k 2025.11	50.48	-	-	-	-	-	-	-
UM-187k 2025.11	49.82	-	-	-	-	-	-	-
ORPO 2025.11	49.32	-	-	-	-	-	-	-
UltraFB 2025.11	48.98	-	-	-	-	-	-	-
SFT 2025.11	48.89	-	-	-	-	-	-	-
UM-170k 2025.11	48.62	-	-	-	-	-	-	-
Expert Choice (EC) 2025.03	47	-	-	-	-	-	-	-
HelpSteer 2025.11	46.84	-	-	-	-	-	-	-
CodePref 2025.11	46.84	-	-	-	-	-	-	-
Base 2025.10	43.34	-	-	-	-	-	-	-
LLM-Pruner 2025.10	39.93	-	-	-	-	-	-	-
Gen-SSD 2026.04	39.68	-	-	-	-	-	-	-
MoRSD 2026.04	38.91	-	-	-	-	-	-	-
Standard KD 2026.04	38.65	-	-	-	-	-	-	-
MCC-KD 2026.04	38.14	-	-	-	-	-	-	-
PGSVD 2025.10	36.52	-	-	-	-	-	-	-
SmolLM-1.7B + Ours 2026.04	33	-	-	-	-	-	-	-
SmolLM-360M + Ours 2026.04	31.5	-	-	-	-	-	-	-
Pythia-2.8B 2026.04	28.8	-	-	-	-	-	-	-
SliceGPT 2025.10	28.41	-	-	-	-	-	-	-
MoEE 2025.03	27.5	-	-	-	-	-	-	-
SmolLM-135M + Ours 2026.04	27	-	-	-	-	-	-	-
MoEE 2025.03	27	-	-	-	-	-	-	-
OPT-2.7B 2026.04	26.8	-	-	-	-	-	-	-
Galactica-125M 2026.04	26.2	-	-	-	-	-	-	-
LaMini-GPT-124M 2026.04	26	-	-	-	-	-	-	-

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