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Referring Expression Grounding on RefCOCO (testA)

95Accuracy

Ferret-V2-13B

Updated 1mo ago

Evaluation Results

Method	Links
Ferret-V2-13B 2024.09		95	-	-
MM1.5-30B 2024.09		94.9	-	-
Ferret-V2-7B 2024.09		94.7	-	-
G-DINO 2025.05		93.2	-	-
Argus-X3-8B 2025.05		92.9	-	-
MM1.5-3B-MoE 2024.09		92.6	-	-
MM1.5-7B 2024.09		92.5	-	-
Ferret-13B 2024.09		92.4	-	-
Qwen-VL-7B 2024.09		92.3	-	-
QwenVL-7B 2025.05		92.3	-	-
MM1.5-3B 2024.09		92	-	-
MiniGPT-7B 2025.05		91.7	-	-
Ferret-7B 2024.09		91.4	-	-
Ferret-7B 2025.05		91.4	-	-
MiniGPT-v2-7B 2024.09		91.3	-	-
InternVL2-8B 2025.05		91.1	-	-
MM1.5-1B-MoE 2024.09		91	-	-
Shikra-7B 2025.05		90.6	-	-
MDETR 2025.05		89.6	-	-
MM1.5-1B 2024.09		89.3	-	-
UniTAB 2025.05		88.8	-	-
InternVL2 2024.09		88.2	-	-
VILLA 2025.05		87.5	-	-
UNITER 2025.05		87	-	-
SPHINX-Tiny 2024.09		86.9	-	-
OFA-L 2025.05		83.7	-	-
TransVG 2025.05		82.7	-	-
MAttNet 2021.03		80.43	68.33	-
MAttNet 2025.05		80.4	-	-
LLaVA-OneVision-7B 2024.09		80	-	-
RCCF 2021.03		78.93	67.3	-
DGA 2021.03		78.42	65.26	-
MCN 2021.03		76.97	65.69	-
FAOAVG 2021.03		74.81	61.79	-
Iterative Shrinking 2021.03		74.27	68.63	-
SLR 2021.03		73.71	61.25	-
Phi-3-Vision-4B 2024.09		46.3	-	-
MM1-1B 2024.09		0	-	-
MM1-3B 2024.09		0	-	-
MM1-7B 2024.09		0	-	-
MM1-30B 2024.09		0	-	-
Qwen2.5-VL-3B 2026.06		-	-	86.1
Sequential 2026.06		-	-	87.3
Visual Para-Thinker (3B) 2026.06		-	-	89.8
Visual Para-Thinker++ (3B) 2026.06		-	-	91.6