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Referring Expression Comprehension on HumanRef

87.1Precision

VLM-FO1 3B

Updated 17d ago

Evaluation Results

Method	Links
VLM-FO1 3B 2025.12		87.1	83.3	82.6	-	-	-	-	-
WeDetect-Ref 4B 2025.12		86.3	87.1	81.8	64.1	-	-	-	-
RexSeek 7B 2025.12		85.8	85.9	82.4	54.1	-	-	-	-
WeDetect-Ref 2B 2025.12		84.7	85.1	79.8	61	-	-	-	-
Rex-Omni 3B 2025.12		79.3	80.1	75.6	-	-	-	-	-
Qwen3-VL 4B 2025.12		76.7	65.9	67.8	39.1	-	-	-	-
ChatRex 7B 2025.12		72.2	50.4	55.6	0	-	-	-	-
Qwen3-VL 2B 2025.12		69.7	58.2	60.2	20.6	-	-	-	-
Qwen2.5-VL 7B 2025.12		68.5	52.5	56.2	7.1	-	-	-	-
InternVL2.5-8B 2025.12		37.9	29.8	31.9	54.9	-	-	-	-
Grounding-DINO-L 2025.12		33.1	75.2	23.3	-	-	-	-	-
Grounding DINO-Swin-T 2026.05		-	-	-	-	28	16.5	25.2	-
DeepSeek-VL2-Tiny 2026.05		-	-	-	-	39.1	16.9	31.4	-
OVIS2.5-2B 2026.05		-	-	-	-	70.6	12.3	50	-
MiMo-VL-7B 2026.05		-	-	-	-	77.6	26.4	63.4	-
DeepSeek-VL2-Small 2026.05		-	-	-	-	72	46.5	64.7	-
Qwen3-VL-4B 2026.05		-	-	-	-	77.7	54.9	71.1	-
Qwen3-VL-8B 2026.05		-	-	-	-	78.6	55.7	72	-
SEED1.5-VL 2026.05		-	-	-	-	88.2	60	81.6	-
Rex-Omni-3B 2026.05		-	-	-	-	85.4	65.4	79.9	-
LocateAnything-3B 2026.05		-	-	-	-	82.9	68.8	78.7	-
Grounding DINO-Swin-T 2026.07		-	-	-	-	-	-	-	25.2
Bagel 2026.07		-	-	-	-	-	-	-	74.6
Qwen3-VL-8B-Instruct 2026.07		-	-	-	-	-	-	-	70.4
Qwen3.5-9B 2026.07		-	-	-	-	-	-	-	71.7
LocateAnything 2026.07		-	-	-	-	-	-	-	78.7
Rex-Omni 2026.07		-	-	-	-	-	-	-	79.9
SenseNova-Vision 2026.07		-	-	-	-	-	-	-	80.2