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Abstract Visual Reasoning on ARC-AGI 2

100Accuracy (Pass@2)

best.human

Updated 9d ago

Evaluation Results

Method	Links
best.human 2026.02		100
Bespoke (Grok-4) 2026.02		29.4
Grok-4-thinking 2026.02		16
Loop-ViT (Large) 2026.02		14.2
Loop-ViT (Medium) 2026.02		11.5
VARC (ensemble) 2026.02		11.1
Loop-ViT (Small) 2026.02		10
VARC 2026.02		8.3
TRM 2026.02		7.8
HRM 2026.02		5
o3-mini-high 2026.02		3
GPT-5 2026.02		1.9
Deepseek R1 2026.02		1.3
Claude 3.7 8k 2026.02		0.9
Bespoke (Grok-4) 2026.04		0.294
Grok-4-thinking 2026.04		0.16
Enc-Dec ViT+KoPE* 2026.04		0.102
Enc-Dec ViT+KoPE 2026.04		0.098
ViT 2026.04		0.083
TRM 2026.04		0.078
Enc-Dec ViT 2026.04		0.073
HRM 2026.04		0.05
o3-mini-high 2026.04		0.03
GPT-5 2026.04		0.019
Deepseek R1 2026.04		0.013
Claude 3.7 8k 2026.04		0.009