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3D Visual Grounding on ScanRefer (test)

91.9Unique Accuracy

VGMamba

Updated 4d ago

Evaluation Results

Method	Links
VGMamba 2025.12		91.9	-	-	-	-	-	-	54.8	-	60
Chat-Scene 2025.12		89.6	-	-	-	-	-	-	47.8	-	55.5
LIBA 2025.12		88.8	-	-	-	-	-	-	54.4	-	59.6
TSP3D 2025.12		87.3	-	-	-	-	-	-	51	-	56.5
MCLN 2025.12		86.9	-	-	-	-	-	-	52	-	57.2
PQ3D 2025.12		86.7	-	-	-	-	-	-	51.5	-	57
PQ3D (sg.) 2025.12		85.2	-	-	-	-	-	-	46.8	-	52.8
PanoGrounder 2025.12		85	-	-	-	-	-	-	56.4	-	62
PanoGrounder 2025.12		84.3	-	-	-	-	-	-	55.3	-	61
BUTD-DETR 2025.12		84.2	-	-	-	-	-	-	46.6	-	52.2
ViewSRD 2025.12		82.1	-	-	-	-	-	-	37.4	-	45.4
ViL3DRel 2025.12		81.6	-	-	-	-	-	-	40.3	-	47.9
3D-VisTA 2025.12		81.6	-	-	-	-	-	-	43.7	-	50.6
PQ3D 2024.05		78.2	-	-	-	-	-	-	46.2	51.2	-
3D-VisTA (scr.) 2025.12		77.4	-	-	-	-	-	-	38.7	-	45.9
M3DRef-CLIP 2024.05		77.2	-	-	-	-	-	-	36.8	44.7	-
PQ3D 2024.05		76.6	-	-	-	-	-	-	42	47.4	-
3D-VisTA 2024.05		75.1	-	-	-	-	-	-	39.1	45.8	-
UniT3D 2024.05		73.1	-	-	-	-	-	-	31.1	39.1	-
ViL3DRel 2024.05		68.6	-	-	-	-	-	-	30.7	37.7	-
3DJCG 2024.05		64.3	-	-	-	-	-	-	30.8	37.3	-
3DVG-Trans 2023.08		-	81.9	60.6	39.3	28.4	47.6	34.7	-	-	-
3D-SPS 2023.08		-	84.1	66.7	40.3	29.8	48.8	37	-	-	-
3DJCG 2023.08		-	83.5	64.3	41.4	30.8	49.6	37.3	-	-	-
SAT 2023.08		-	73.2	50.8	37.6	25.2	44.5	30.1	-	-	-
MVT 2023.08		-	77.7	66.5	31.9	25.3	40.8	33.3	-	-	-
ViL3DRel 2023.08		-	81.6	68.6	40.3	30.7	47.9	37.7	-	-	-
3D-VisTA (scratch) 2023.08		-	76	66.9	33.3	27	41.2	34.4	-	-	-
3D-VisTA 2023.08		-	77	67.9	37.9	30.4	45.2	37.3	-	-	-
3D-VisTA (scratch) 2023.08		-	77.4	70.9	38.7	34.8	45.9	41.5	-	-	-
3D-VisTA 2023.08		-	81.6	75.1	43.7	39.1	50.6	45.8	-	-	-
ConcreteNet 2024.10		-	-	69.3	-	37.6	-	44.7	-	-	-
D-LISA 2024.10		-	-	69	-	39.7	-	46.3	-	-	-
LLaVA-3D 2025.12		-	-	-	-	-	-	-	-	-	50.1
UniVLG 2025.12		-	-	-	-	-	-	-	-	-	60.7