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Referring Expression Comprehension on RefCOCO, RefCOCO+, and RefCOCOg Average

92.3Average Accuracy

InternVL2.5-78B

Updated 12d ago

Evaluation Results

Method	Links
InternVL2.5-78B 2024.12		92.3
Qwen2-VL-72B 2024.12		91.1
CogVLM-Grounding-17B 2024.12		90.3
CogVLM-17B 2024.07		90.25
InternVL2-Llama3-76B 2024.12		90
ONE-PEACE 2024.12		89.8
Ferret-v2-13B 2024.12		89.6
UNINEXT-H 2024.12		88.9
TextHawk2 2024.12		88.2
Qwen2-VL-7B 2024.12		87.9
CoS-7B 2024.07		87.68
InternVL2.5-8B 2024.12		87.6
UNINEXT-L 2024.04		86.95
G-DINO 2024.04		86.6
Grounding-DINO-L 2024.12		86.6
Groma 2024.04		86.52
Qwen-VL 2024.04		85.83
Qwen-VL-7B 2024.07		85.83
Ferret-13B 2024.07		85.57
Griffon v2 2024.07		85.42
MiniGPT-v2 2024.04		84.29
MiniGPTv2 2024.07		84.29
Shikra-13B 2024.07		83.95
Ferret 2024.04		83.91
Ferret-7B 2024.07		83.91
CoLA 2026.04		83.4
Shikra 2024.04		82.93
Shikra-7B 2024.07		82.93
Shikra-7B 2024.12		82.9
InternVL2-8B 2024.12		82.9
MDETR 2024.04		81.81
MDETR 2024.07		81.81
SwimVG 2026.04		81.8
EEVG 2026.04		81.7
HiVG 2026.04		80.9
VG-LAW 2026.04		79.7
TransVG++ 2026.04		78.8
MaPPER 2026.04		78.7
QRNet 2026.04		76.3
UNITER 2024.07		76.17
OFA 2024.04		72.65
OFA-L 2024.07		72.65
TransVG 2026.04		71.4
MAttNet 2024.07		68.87