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Visual Perception and Reasoning on BLINK

85.69Accuracy

Ours-8B

Updated 1mo ago

Evaluation Results

Method	Links
Ours-8B 2026.06		85.69
Qwen3-VL-8B 2026.06		84.08
RoboBrain2.0-7B 2026.06		83.95
CGC-8B 2026.04		70.02
Qwen3-VL-8B 2026.04		68.33
Embodied-R1-7B 2026.06		66.73
InternVLA-M1 2026.06		65.65
GPT-4o 2026.02		63
InternVL3-8B 2026.06		61.36
MiCo-7B 2026.04		57.23
HyLaR-7B 2026.04		57.14
Laser 2026.04		56.92
SKILA 2026.02		56.7
LIVR 2026.02		56.3
CGC-7B 2026.04		56.23
Thyme 2026.04		56.1
NoisyRollout-7B 2026.04		56.07
CoVT 2026.02		56
CrystaL 2026.02		55.9
InternVL3-8B 2026.04		55.81
ThinkLite-VL-7B 2026.04		55.81
Qwen2.5-VL-7B 2026.02		55.7
ZoomEye 2026.04		55.55
Qwen2.5-VL-7B 2026.04		55.54
InternVL3.5-8B 2026.04		54.81
VLAA-Thinker-7B 2026.04		54.81
HyLaR-SFT 2026.04		54.5
Perceval 2026.04		54.49
MM-Eureka-7B 2026.04		54.39
Qwen2.5-VL-7B 2026.04		53.6
LVR 2026.04		53.6
Qwen2.5-VL + GRPO 2026.04		53.55
LVR 2026.02		52.5
Qwen2-VL-7B 2026.04		52.4
Migician-7B 2026.04		51.53
OpenVLThinker 2026.04		51.36
Pixel-Reasoner 2026.04		51.1
DeepEyes 2026.04		51.08
Vision-R1 2026.02		51
DeepEyes 2026.04		50.98
Monet 2026.04		50.71
MM-Eureka 2026.04		50.23
VL-Rethinker 2026.04		49.91
Vision-R1 2026.04		49.72
VLAA-Thinker 2026.04		49.38
LLaVA-OneVision 2026.04		49.34
Qwen2.5-VL + GRPO 2026.04		49.13
IC-VCO 2026.05		49.01
IC-VCO 2026.05		48.92
Perceval 2026.04		48.75
Qwen2.5-VL 2026.04		48.56
S-VCO 2026.05		48.31
mDPO 2026.05		47.99
SymMPO 2026.05		47.89
DPO 2026.05		47.75
S-VCO 2026.05		47.41
mDPO 2026.05		47.25
DPO 2026.05		47.2
R1-VL 2026.04		47.19
V-DPO 2026.05		47.09
Qwen2.5-VL 2026.04		46.94
SymMPO 2026.05		46.83
V-DPO 2026.05		46.63
LMM-R1 2026.04		46.6
Perception-R1 2026.04		46.44
VLM-R1 2026.04		46.25
Jigsaw-R1 2026.04		45.01
LLaVA-OneVision-Qwen2-7B 2026.05		44.82
R1-VL 2026.04		42.81
Claude-4-Sonnet 2026.02		39.6