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3D Visual Grounding on ScanRefer Overall

61.6Acc @ 0.5

TAB

Updated 1mo ago

Evaluation Results

Method	Links
TAB 2026.04		61.6	71.6
3D-R1 2025.12		59.2	65.8
LLaVA-3D 2026.04		58.6	63.9
GPT4Scene 2025.12		57	62.6
GPT4Scene 2026.04		57	62.6
3D-RS 2026.04		56.1	62.9
CAPruner 2026.04		56	61.7
3DGraphLLM 2026.04		54.6	60.2
OpenGround 2025.12		53.1	61.8
QuatRoPE 2026.04		52.5	58.2
Video-3D-LLM 2026.04		51.7	58.1
PQ3D 2026.04		51.2	-
VG-LLM 2026.04		50.9	57.6
Chat-Scene 2026.04		50.2	55.5
Chat-Scene-7B 2026.04		50.2	55.5
SeqVLM 2025.12		49.6	55.6
SeqVLM 2026.04		49.6	55.6
CAPruner 2026.04		49.6	55
SPAZER 2025.12		48.8	57.2
SPAZER 2026.04		48.8	57.2
3DGraphLLM 2026.04		47.5	52.5
TSP3D 2025.12		46.7	56.4
TSP3D 2026.04		46.7	56.5
TAB 2026.04		46.4	71.2
3D-VisTA 2026.04		45.8	50.6
MA2TransVG 2026.04		45.7	57.9
G3-LQ 2026.04		44.7	56
AugRefer 2026.04		44	55.7
SPAR-mix 2026.04		43.1	48.8
LLaVA-3D 2026.04		42.7	50.1
EDA 2026.04		42.3	54.6
BUTD-DETR 2026.04		39.8	52.2
CSVG 2026.04		39.8	49.6
CSVG 2026.04		39.8	49.6
SeeGround 2025.12		39.4	44.1
SeeGround 2026.04		39.4	44.1
SeeGround 2026.04		39.4	44.1
ViewSRD 2025.12		36	45.4
3DVG-T 2026.04		34.5	45.9
FFL-3DOG 2026.04		34	41.3
VLM-Grounder 2025.12		33.5	48.3
Multi-View Transformer 2022.04		33.26	40.8
InstanceRefer 2022.04		32.93	40.23
VLM-Grounder 2026.04		32.8	51.6
ZSVG3D 2025.12		32.7	36.4
ZSVG3D 2026.04		32.7	36.4
Multi-View Transformer 2022.04		31.12	38.33
TGNN + BERT 2022.04		29.7	37.37
TGNN 2022.04		27.92	34.29
ScanRefer 2025.12		26.1	39
ScanRefer 2026.04		26.1	39
ScanRefer 2022.04		24.32	37.3
VG-LLM 2026.04		14.9	41.6
SPAR-mix 2026.04		12.4	31.9
LLM-Grounder 2026.04		5.3	17.1