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Referring Expression Comprehension on RefCOCOg (test)

92.2Accuracy

InternVL2.5-78B

Updated 8d ago

Evaluation Results

Method
InternVL2.5-78B 2024.12	92.2	-	-	-	-	-	-	-
CogVLM 2024.09	90.8	-	-	-	-	-	-	-
CogVLM-Grounding-17B 2024.12	90.8	-	-	-	-	-	-	-
CogVLM-Grounding 2023.11	90.79	-	-	-	-	-	-	-
CogVLM-17B 2024.07	90.79	-	-	-	-	-	-	-
Qwen2-VL-72B 2024.09	90.4	-	-	-	-	-	-	-
Qwen2-VL-72B 2024.12	90.4	-	-	-	-	-	-	-
InternVL2-26B 2024.09	90.3	-	-	-	-	-	-	-
GETok-R1 2025.12	90.3	-	89.2	-	-	-	-	-
InternVL2-Llama3-76B 2024.12	90.3	-	-	-	-	-	-	-
VGent 2025.12	90.1	-	-	-	-	-	-	-
CogVLM 2023.12	90.09	-	-	-	-	-	-	-
Ferret-v2 2024.09	90	-	-	-	-	-	-	-
Ferret-v2-13B 2025.12	90	-	-	-	-	-	-	-
InternVL3-8B 2025.12	90	-	-	-	-	-	-	-
InternVL3.5-20B-A4B 2025.12	90	-	-	-	-	-	-	-
Ferret-v2-13B 2024.12	90	-	-	-	-	-	-	-
InternVL3.5-38B 2025.12	89.9	-	-	-	-	-	-	-
GETok-R1-grid 2025.12	89.6	-	88.7	-	-	-	-	-
UNINEXT-H 2024.09	89.4	-	-	-	-	-	-	-
UNINEXT-H 2025.12	89.4	-	-	-	-	-	-	-
InternVL3.5-8B 2025.12	89.4	-	-	-	-	-	-	-
UNINEXT-H 2024.12	89.4	-	-	-	-	-	-	-
UNINEXT-H 2023.08	89.37	-	-	-	-	-	-	-
UNINEXT 2023.10	89.37	-	-	-	-	-	-	-
UNINEXT-H 2023.11	89.37	-	-	-	-	-	-	-
UNINEXT-H 2023.11	89.37	-	-	-	-	-	-	-
UNINEXT-H 2023.12	89.37	-	-	-	-	-	-	-
Supervised SOTA 2023.11	89.37	-	-	-	-	-	-	-
ONE-PEACE 2024.09	89.3	-	-	-	-	-	-	-
ONE-PEACE 2025.12	89.3	-	-	-	-	-	-	-
InternVL3-14B 2025.12	89.3	-	-	-	-	-	-	-
ONE-PEACE 2024.12	89.3	-	-	-	-	-	-	-
ONE-PEACE 2023.08	89.27	-	-	-	-	-	-	-
ONE-PEACE 2023.11	89.27	-	-	-	-	-	-	-
CoT4DET-7B 2025.12	88.9	-	-	-	-	-	-	-
VisionReasoner 2025.12	88.7	-	89	-	-	-	-	-
InternVL3-9B 2025.12	88.5	-	-	-	-	-	-	-
Lyrics 2023.12	88.26	-	-	-	-	-	-	-
ASMv2-13B 2024.02	88.26	-	-	-	-	-	-	-
GETok-SFT 2025.12	88.2	-	88.4	-	-	-	-	-
Emu2-Chat 2023.12	88.11	-	-	-	-	-	-	-
TextHawk2 2024.12	88.1	-	-	-	-	-	-	-
CoS-7B 2024.07	87.94	-	-	-	-	-	-	-
Qwen2-VL-7B 2024.09	87.8	-	-	-	-	-	-	-
Qwen2-VL-7B 2025.12	87.8	-	-	-	-	-	-	-
GETok-SFT-grid 2025.12	87.8	-	87.5	-	-	-	-	-
Qwen2-VL-7B 2025.12	87.8	-	-	-	-	-	-	-
Qwen2-VL-7B 2024.12	87.8	-	-	-	-	-	-	-
InternVL2.5-8B 2024.12	87.6	-	-	-	-	-	-	-
FIBER-B 2022.06	87.32	-	-	-	-	-	-	-
FIBER 2023.06	87.32	-	-	-	-	-	-	-
Qwen2.5-VL-7B 2025.12	87.2	-	-	-	-	-	-	-
Qwen2.5-VL-7B 2025.12	87.2	-	-	-	-	-	-	-
MM1.5 2024.12	87.1	-	-	-	-	-	-	-
G-DINO-L 2023.08	87.02	-	-	-	-	-	-	-
G-DINO-L 2023.10	87.02	-	-	-	-	-	-	-
G-DINO-L 2023.11	87.02	-	-	-	-	-	-	-
G-DINO-L 2023.12	87.02	-	-	-	-	-	-	-
Grounding DINO-L 2023.03	87.02	-	-	-	-	-	-	-
G-DINO-L 2024.09	87	-	-	-	-	-	-	-
Grounding-DINO-L 2025.12	87	-	-	-	-	-	-	-
UNINEXT-L 2025.12	87	-	87.5	-	-	-	-	-
Groma-7B 2025.12	87	-	-	-	-	-	-	-
Grounding-DINO-L 2024.12	87	-	-	-	-	-	-	-
RegionGPT 2024.03	86.96	-	-	-	-	-	-	-
ClawMachineX 2025.12	86.8	-	87.1	-	-	-	-	-
Qwen2.5-VL-7B 2025.12	86.6	-	87.2	-	-	-	-	-
OFA-L 2023.02	86.55	-	-	-	-	-	-	-
Groma 2025.12	86.5	-	87	-	-	-	-	-
Ferret-13B 2023.11	86.34	-	-	-	-	-	-	-
Ferret-13B 2023.11	86.34	-	-	-	-	-	-	-
Ferret-13B 2024.07	86.34	-	-	-	-	-	-	-
Ferret-13B 2024.02	86.34	-	-	-	-	-	-	-
Qwen-VL-7B-Chat 2023.08	86.32	-	-	-	-	-	-	-
Qwen-VL 2023.12	86.32	-	-	-	-	-	-	-
Qwen-VL-7B 2024.02	86.32	-	-	-	-	-	-	-
Griffon v2 2024.07	86	-	-	-	-	-	-	-
PolyFormer-L 2023.02	85.91	-	-	-	-	-	-	-
MM-G-T(c3) 2024.01	85.8	-	-	-	-	-	-	-
LION-12B 2023.11	85.74	-	-	-	-	-	-	-
LION-4B 2023.11	85.63	-	-	-	-	-	-	-
Qwen-VL 2024.09	85.5	-	-	-	-	-	-	-
Qwen-VL-7B 2023.08	85.48	-	-	-	-	-	-	-
Qwen-VL 2023.11	85.48	-	-	-	-	-	-	-
Qwen-VL-7B 2023.12	85.48	-	-	-	-	-	-	-
Qwen-VL-7B 2024.07	85.48	-	-	-	-	-	-	-
OFA-L 2022.06	85.2	-	-	-	-	-	-	-
OFA 2023.06	85.2	-	-	-	-	-	-	-
PerceptionGPT-7B 2023.11	85.2	-	-	-	-	-	-	-
PolyFormer-B 2023.02	84.96	-	-	-	-	-	-	-
Grounding DINO-T 2023.03	84.94	-	-	-	-	-	-	-
G-DINO-T(c) 2024.01	84.9	-	-	-	-	-	-	-
Grounding DINO 2025.12	84.9	-	-	-	-	-	-	-
Ferret-7B 2023.11	84.76	-	-	-	-	-	-	-
Ferret (7B) 2024.03	84.76	-	-	-	-	-	-	-
Ferret-7B 2024.07	84.76	-	-	-	-	-	-	-
Ferret 2024.01	84.76	-	-	-	-	-	-	-
UniTAB 2023.02	84.7	-	-	-	-	-	-	-
PerceptionGPT-13B 2023.11	84.69	-	-	-	-	-	-	-

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