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3D Visual Grounding on ScanRefer

66Acc@0.25

VLM-Grounder

Updated 4d ago

Evaluation Results

Method	Links
VLM-Grounder 2025.12		66	-	-	-	-	-	-	29.8
OpenGround 2025.12		57.9	-	-	-	-	-	-	47.9
GPT4Scene 2025.12		56.4	-	-	-	-	-	-	50.9
Chat-Scene 2023.12		55.5	-	-	-	-	-	-	50.2
ChatScene 2026.02		55.5	-	-	-	-	-	-	50.2
M3DRef-CLIP 2023.12		51.9	-	-	-	-	-	-	44.7
SPAZER 2025.12		51.7	-	-	-	-	-	-	43.4
3D-VLP 2023.12		51.4	-	-	-	-	-	-	39.5
3D-VisTA 2023.12		50.6	-	-	-	-	-	-	45.5
ConcreteNet 2023.12		50.6	-	-	-	-	-	-	46.5
C2RoPE 2026.02		50.5	-	-	-	-	-	-	42.9
LLaVA-3D 2026.02		50.1	-	-	-	-	-	-	42.7
3DJCG 2023.12		49.6	-	-	-	-	-	-	37.3
Grounded 3D-LLM 2026.02		47.9	-	-	-	-	-	-	44.1
SeqVLM 2025.12		47.8	-	-	-	-	-	-	41.3
ViewSRD 2025.12		37.4	-	-	-	-	-	-	29
ScanRefer 2023.12		37.3	-	-	-	-	-	-	24.3
Chat-3D 2026.02		35.9	-	-	-	-	-	-	30.4
SeeGround 2025.12		34	-	-	-	-	-	-	30
ScanRefer 2025.12		32.1	-	-	-	-	-	-	21.3
3D-LLM 2023.12		30.3	-	-	-	-	-	-	-
3D-LLM 2026.02		30.3	-	-	-	-	-	-	-
ZSVG3D 2025.12		27.7	-	-	-	-	-	-	24.6
SCRC 2022.04		-	24.03	9.22	17.77	5.97	18.7	6.45	-
One-stage 2022.04		-	29.32	22.82	18.72	6.49	20.38	9.04	-
ScanRefer 2022.04		-	67.64	46.19	32.06	21.26	38.97	26.1	-
TGNN 2022.04		-	68.61	56.8	29.84	23.18	37.37	29.7	-
InstanceRefer 2022.04		-	77.45	66.83	31.27	24.77	40.23	32.93	-
SAT 2022.04		-	73.21	50.83	37.64	25.16	44.54	30.14	-
3DVG-Transformer 2022.04		-	77.16	58.47	38.38	28.7	45.9	34.47	-
3D-SPS 2022.04		-	81.63	64.77	39.48	29.61	47.65	36.43	-
ScanRefer 2022.04		-	76.33	53.51	32.73	21.11	41.19	27.4	-
InstanceRefer 2022.04		-	75.72	64.66	29.41	22.99	38.4	31.08	-
3DVG-Transformer 2022.04		-	81.93	60.64	39.3	28.42	47.57	34.67	-
3D-SPS 2022.04		-	84.12	66.72	40.32	29.82	48.82	36.98	-
LAMM 2023.12		-	-	-	-	-	-	-	3.4