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Visual Grounding on RefCOCOg (test)

93.3Accuracy

Vanilla

Updated 5d ago

Evaluation Results

Method
Vanilla 2026.02	93.3	-	-	-	-
Youtu-VL 2026.01	92.9	-	-	-	-
IVC-Prune 2026.02	92.4	-	-	-	-
InternVL2.5 2025.02	92.2	-	-	-	-
Florence-2 2026.01	91.7	-	-	-	-
Florence-2-L 2025.03	91.7	-	-	-	-
PDrop 2026.02	91.5	-	-	-	-
InternVL-3-78B 2026.01	91.5	-	-	-	-
W-FastV 2026.02	91.3	-	-	-	-
Qwen3-VL-8B-Thinking + EGM 2026.01	91.2	-	-	-	-
Qwen3-VL-4B-Thinking + EGM 2026.01	90.8	-	-	-	-
Qwen3-VL-235B-A22B-Instruct 2026.01	90.8	-	-	-	-
CogVLM-G 2026.05	90.8	-	-	-	-
CogVLM-Grounding-17B 2024.02	90.79	-	-	-	-
InternVL-3-8B + EGM 2026.01	90.7	-	-	-	-
FastV 2026.02	90.6	-	-	-	-
Qwen3-VL-235B-A22B-Thinking 2026.01	90.5	-	-	-	-
Qwen2.5-VL 2025.02	90.3	-	-	-	-
Original Grounding CogVLM 2024.06	90.2	-	-	0	-
InternVL-3-8B 2026.01	90	-	-	-	-
InfMLLM-7B 2023.11	89.78	-	-	-	-
UNINEXT 2024.03	89.73	-	-	-	-
Qwen2.5-VL-7B AIF 2026.04	89.7	-	-	-	-
GR3D-8B 2026.05	89.7	-	-	-	-
UNINEXT 2025.03	89.4	-	-	-	-
UNINEXT-H 2026.05	89.4	-	-	-	-
InternVL3.5-8B 2026.05	89.4	-	-	-	-
InternVL-3.5 2026.01	89.3	-	-	-	-
Qwen3-VL-2B-Thinking + EGM 2026.01	89.3	-	-	-	-
Ferretv2 2025.03	89.3	-	-	-	-
ONE-PEACE 2026.05	89.3	-	-	-	-
UFO 2026.01	89.2	-	-	-	-
Non-merging CogVLM 2024.06	88.9	-	-	0	-
Qwen3-VL-8B-Instruct 2026.01	88.7	-	-	-	-
InternVL-3-2B + EGM 2026.01	88.7	-	-	-	-
Qwen3-VL-8B-Thinking 2026.01	88.6	-	-	-	-
TextHawk2 2026.05	88.1	-	-	-	-
Phi3V-dist 2025.03	88	-	-	-	-
Qwen3-VL-4B-Instruct 2026.01	87.8	-	-	-	-
HPE-CogVLM 2024.06	87.8	-	-	0	-
Qwen2-VL-7B 2026.05	87.8	-	-	-	-
Qwen3-VL 2026.01	87.7	-	-	-	-
Qwen3-VL-4B-Thinking 2026.01	87.7	-	-	-	-
Vanilla 2026.02	87.6	-	-	-	-
InternVL-2.5-8B 2026.04	87.6	-	-	-	-
Phi3V-vocab 2025.03	87.6	-	-	-	-
InternVL-3-1B + EGM 2026.01	87.5	-	-	-	-
Phi3V-sft 2025.03	87.4	-	-	-	-
Vanilla 2026.02	87.24	-	-	-	-
Qwen2.5-VL 2025.02	87.2	-	-	-	-
Griffon 2026.01	87.2	-	-	-	-
InternVL-3-2B 2026.01	87.2	-	-	-	-
Qwen2.5-VL-7B 2026.04	87.2	-	-	-	-
InternVL3-2B 2026.05	87.2	-	-	-	-
Qwen2.5-VL-7B 2026.05	87.2	-	-	-	-
G-DINO-L 2024.03	87.02	-	-	-	-
Grounding DINO 2025.02	87	-	-	-	-
Grounding DINO 2026.01	87	-	-	-	-
Grounding-DINO-L 2026.04	87	-	-	-	-
Grounding-DINO-L 2026.05	87	-	-	-	-
Vanilla 2026.02	86.9	-	-	-	-
IVC-Prune 2026.02	86.9	-	-	-	-
Nuwa 2026.02	86.87	-	-	-	-
IVC-Prune 2026.02	86.5	-	-	-	-
Ferret 2025.03	86.3	-	-	-	-
TA merging CogVLM 2024.06	86.1	-	-	0	-
Qwen2.5-VL 2025.02	85.7	-	-	-	-
Qwen3-VL-2B-Instruct 2026.01	85.7	-	-	-	-
Qwen2.5-VL-3B 2026.05	85.7	-	-	-	-
Localization Heads 2026.04	85.5	-	-	-	-
InternVL3.5-2B 2026.05	85.5	-	-	-	-
Nuwa 2026.02	85.49	-	-	-	-
QWen-VL-7B 2023.11	85.48	-	-	-	-
Qwen-VL-7B 2024.02	85.48	-	-	-	-
STORM 2026.04	85.1	-	-	-	-
Ferret 2026.04	84.8	-	-	-	-
Ferret-7B 2024.02	84.76	-	-	-	-
Individual VQA 2025.05	84.72	-	-	-	-
M-GPT2 2026.04	84.7	-	-	-	-
OptMerge 2025.05	84.68	-	-	-	-
MiniGPT-v2-7B 2023.11	84.66	-	-	-	-
Individual OCR 2025.05	84.62	-	-	-	-
Individual Geometry 2025.05	84.56	-	-	-	-
Qwen3-VL-2B-Thinking 2026.01	84.5	-	-	-	-
Lumen-7B 2024.03	84.44	-	-	-	-
VistaLLM-7B 2024.02	84.4	-	-	-	-
Individual Chart 2025.05	84.33	-	-	-	-
VisionLLM v2 2026.01	84.1	-	-	-	-
Qwen2.5-VL-32B-Instruct 2025.05	84.06	-	-	-	-
Individual Grounding 2025.05	84.04	-	-	-	-
VScan 2026.02	83.6	-	-	-	-
MDETR 2026.01	83.3	-	-	-	-
Shik-13B 2026.04	83.2	-	-	-	-
Shikra-13B 2023.11	83.16	-	-	-	-
Shikra 2026.02	83.1	-	-	-	-
InternVL2-8B 2026.04	82.7	-	-	-	-
InternVL-3-1B 2026.01	82.6	-	-	-	-
InternVL3-1B 2026.05	82.6	-	-	-	-
CoLLaVO-7B 2024.02	82.33	-	-	-	-
Shik-7B 2026.04	82.2	-	-	-	-

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