Share your thoughts, 1 month free Claude Pro on usSee more

Visual Logical Reasoning on LogicVista

70.02Accuracy

CodePercept-32B-S1

Updated 18d ago

Evaluation Results

Method
CodePercept-32B-S1 2026.03	70.02	-	-
Gemini2.5-Pro 2026.03	66.44	-	-
Qwen3-VL-32B-Instruct 2026.03	66.44	-	-
CodePercept-32B-S1 2026.03	65.33	-	-
CodePercept-4B-S1 2026.03	64.65	-	-
CodePercept-8B-S1 2026.03	62.64	-	-
Qwen3-VL-32B-Instruct 2026.03	62.19	-	-
CodePercept-8B-S1 2026.03	61.52	-	-
CodePercept-4B-S1 2026.03	60.4	-	-
Qwen3-VL-235A22B-Instruct 2026.03	59.73	-	-
Claude-Opus 4.1-Thinking 2026.03	59.28	-	-
Qwen3-VL-8B-Instruct 2026.03	58.16	-	-
Qwen3-VL-8B-Instruct 2026.03	56.82	-	-
Qwen3-VL-4B-Instruct 2026.03	56.82	-	-
Qwen3-VL-4B-Instruct 2026.03	54.14	-	-
Qwen3-VL-30A3B-Instruct 2026.03	53.69	-	-
GPT5-Thinking 2026.03	53.02	-	-
GPT4-o 2026.01	52.8	-	-
MiniCPM-V-4.5 2026.03	52.57	-	-
Qwen2.5-VL-72B 2026.03	52.34	-	-
Gemini-2.0-Flash 2026.01	52.3	-	-
InternVL3.5-8B 2026.03	51.68	-	-
Intern-S1-8B 2026.03	51.23	-	-
GLM-4.1V-9B 2026.03	51	-	-
VAPO 2025.09	50.9	-	-
RuCL 2026.02	49.66	-	-
Qwen2.5-VL-32B 2026.02	49.26	-	-
MM-Eureka 2025.09	48.5	-	-
VisionZero-RealWorld 2026.02	48.44	-	-
Active-Zero 2026.02	48.21	-	-
CPPO 2026.01	48.2	-	-
NoisyRollout 2026.01	47.9	-	-
MM-Eureka-7B 2026.02	47.87	-	-
GRPO 2026.01	47.4	-	-
PAPO 2025.09	47.3	-	-
InternVL2.5-38B 2026.02	47.21	-	-
VL-Rethinker 2025.09	47.2	-	-
EvoLMM 2026.02	46.65	-	-
Look-Back 2026.01	46.3	-	-
VisionZero-Chart 2026.02	46.21	-	-
VL-Rethinker-7B 2026.02	46.08	-	-
GPT-4o 2026.02	45.9	-	-
OpenVLThinker 2026.01	45.8	-	-
PAPO 2026.01	45.8	-	-
PerceptionR1 2026.01	45.5	-	-
KeyeVL1.5-8B 2026.03	45.19	-	-
Qwen2.5-VL-7B 2026.01	45.1	-	-
Vision-Matters 2026.01	45.1	-	-
VisPlay 2026.02	45.09	-	-
R1-Onevision-7B 2026.02	44.53	-	-
Claude-3.5-Sonnet 2026.02	43.97	-	-
Vision-SR1 2026.01	43.2	-	-
Base Model 2026.02	43.08	-	-
Vision-R1-7B 2026.02	42.94	-	-
ThinkLite-VL-7B 2026.02	42.94	-	-
Base Model 2025.09	42.6	-	-
VisionZero-CLEVR 2026.02	41.29	-	-
Perception-R1-7B 2026.02	40.94	-	-
CPPO 2026.01	40.9	-	-
Active-Zero 2026.02	40.62	-	-
PAPO 2026.01	39.4	-	-
VisPlay 2026.02	39.29	-	-
Qwen2.5-VL-7B 2026.02	39.26	-	-
InternVL2.5-8B 2026.02	38.23	-	-
GRPO 2026.01	37.7	-	-
OpenVLThinker 2026.01	37.4	-	-
Base Model 2026.02	37.28	-	-
Visionary-R1 2026.01	37.1	-	-
OpenVLThinker-7B 2026.02	36.24	-	-
Qwen2.5-VL-3B 2026.01	32.4	-	-
Qwen2.5-VL-7B-Instruct 2026.01	-	25.2	19
LLaVA-OneVision-Qwen2-7B 2026.01	-	20.6	25.3
InternVL2.5-8B 2026.01	-	25.2	19
Janus-Pro-7B 2026.01	-	20.4	27.9
R1-onevision-RL 2026.01	-	29	17.7
MM-EurekaQwen-7B 2026.01	-	34.6	22.8
Thyme 2026.01	-	33.6	19
Ours (SFT) 2026.01	-	28	31.6
Ours (RL) 2026.01	-	21.5	25.3