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Visual Perception on BLINK

75.9Accuracy

THINKLITE-VL

Updated 1d ago

Evaluation Results

Method
THINKLITE-VL 2026.05	75.9	-
QWEN2.5-VL-7B + PGT 2026.05	74.8	-
QWEN2.5-VL-7B + SPECIALIZED MIX 2026.05	74.7	-
INTERNVL3-8B 2026.05	74.6	-
INTERNVL3-8B + PGT 2026.05	74.5	-
IMAGE JIGSAW 2026.05	73.7	-
QWEN2.5-VL-7B 2026.05	72.8	-
L2-VMAS 2026.01	72.7	-
Qwen3-VL-8B-Masters 2025.12	72.3	-
Qwen3.5-27B 2026.04	71.6	-
QWEN2.5-VL-3B + SPECIALIZED MIX 2026.05	71.5	-
L2-VMAS 2026.01	71	-
VMAS 2026.01	70.3	-
Qwen3-VL-8B 2025.12	69.1	-
Qwen3-VL-4B-Masters 2025.12	69.1	-
Qwen3-VL 2026.03	69.1	-
EXAONE 4.5 33B 2026.04	68.8	-
Single 2026.01	68.7	-
Qwen3-VL-32B 2026.04	68.5	-
VMAS 2026.01	68.4	-
QWEN2.5-VL-3B + PGT 2026.05	68.4	-
Qwen3-VL-8B 2026.05	68.39	-
Qwen3-VL-8B-Instruct 2026.02	68.2	-
InternVL3-8B-Masters 2025.12	68	-
GPT-4o (0513) 2025.06	68	-
GPT-4o-20240513 2026.04	68	-
InternVL3.5-8B-Masters 2025.12	67.8	-
GPT-5 mini 2026.04	67.7	-
QWEN2.5-VL-3B 2026.05	67.6	-
EVE (Ours-8B-iter4) 2026.04	67.3	-
Qwen2.5-VL-7B-Masters 2025.12	67.2	-
Qwen3-VL-235B-A22B 2026.04	67.1	-
GLM-4.1V-9B 2025.12	65.9	-
MM-Zero-8B-iter3 2026.04	65.9	-
Qwen3-VL-4B 2025.12	65.8	-
InternVL2.5-8B-GenRecal 2025.06	65.3	-
Qwen3-VL-8B-Instruct 2026.04	65	-
VIGORL-3B 2026.05	65	-
GPT-4o (0806) 2024.12	64.7	-
Jigsaw-R1-8B 2026.04	64.7	-
VisPlay-8B-iter3 2026.04	64.5	-
Single 2026.01	64.3	-
LLAVA-NEXT-LLAMA3-8B + PGT 2026.05	64.2	-
ERNIE 5.0-Base 2026.02	64.12	-
Qwen3-VL-8B 2026.05	64.12	-
InternVL2.5-78B 2025.06	63.8	-
LLAVA-NEXT-LLAMA3-8B 2026.05	63.1	-
EVE-iter2 2026.04	62.96	-
EVE-iter1 2026.04	62.65	-
SAP 2026.02	62.6	-
InternVL3.5-4B-Masters 2025.12	62.5	-
MiMo-VL-8B 2025.12	62.4	-
EVE-iter3 2026.04	62.39	-
MiMo-VL-7B-SFT-2508 2026.04	62.34	-
Qwen3-VL-2B-Masters 2025.12	62.3	-
ReGuLaR-7B 2026.05	61.81	-
InternVL2.5-8B-GenRecal 2025.06	61.4	-
Qwen3-VL-8B 2026.05	61.34	-
InternVL3.5-2B-Masters 2025.12	61.1	-
Qwen2-VL-72B 2024.12	60.5	-
Qwen2-VL-72B 2025.06	60.5	-
Qwen3-VL-8B-Thinking 2026.02	60.3	-
Claude-3.5-Sonnet 2025.06	60.1	-
GPT-4o 2026.05	60.02	-
VLSI-7B 2024.12	59.7	-
InternVL3.5-8B 2025.12	59.5	-
InternVL-3.5 2026.03	59.5	-
Gemini-1.5-Pro 2024.12	59.1	-
Gemini-1.5-Pro 2025.06	59.1	-
AutoV 2025.06	59	-
Phantom-7B 2024.12	58.9	-
LLAVA-NEXT-7B + PGT 2026.05	58.8	-
InternVL3-9B 2026.04	58.6	-
SPATIAL-LADDER-3B 2026.05	58.6	-
Laser 2026.05	58.55	-
GPT-4V (0409) 2024.12	58.3	-
Phi-3.5-Vision-4B 2025.12	58.3	-
GPT-5 nano (high) 2026.04	58.3	-
Penguin-VL 2026.03	58.2	-
InternVL3.5-4B 2025.12	58.1	-
InternVL3.5-8B 2026.05	57.71	-
InternVL2.5-8B-GenRecal 2025.06	57.7	-
Qwen-ViPER-7B 2026.04	57.6	-
InternVL2-76B 2024.12	57.5	-
API 2025.06	57.3	-
Qwen2.5-VL-7B 2026.05	57.02	-
InternVL2-Llama3-76B 2026.01	56.8	-
InternVL2-76B 2025.06	56.8	-
GPT-5 mini (minimal) 2026.04	56.7	-
Qwen2.5-VL-7B 2025.12	56.4	-
Base 2025.06	56.4	-
Q2.5VL-7B 2025.03	56.4	-
Spatial-SSRL-7B 2026.04	56.2	-
InternVL3.5-8B 2026.05	56.13	-
Monet 2026.05	56.02	-
Qwen2.5-VL-7B 2026.05	55.71	-
InternVL2.5-8B-GenRecal 2025.06	55.6	-
InternVL3-8B 2025.12	55.5	-
LLaVA-OneVision-72B 2025.06	55.4	-
LLaVA-OneVision-72B 2026.04	55.4	-

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