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3D Visual Grounding on Multi3DRef (F1 metrics)
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60.5
F1 Score (IoU=0.5)
3DGraphLLM-1B + QuatRoPE
25.244
34.397
43.55
52.703
Mar 25, 2026
F1 Score (IoU=0.5)
F1 Score (IoU=0.25)
Updated 23d ago
Evaluation Results
Method
Method
Links
F1 Score (IoU=0.5)
F1 Score (IoU=0.25)
3DGraphLLM-1B + QuatRoPE
Detector / Segmentatio...
2026.03
60.5
60.7
3DGraphLLM-1B
Detector / Segmentatio...
2026.03
58.4
58.6
Chat-Scene-1B + QuatRoPE
Detector / Segmentatio...
2026.03
57.7
58.1
3DGraphLLM-7B + QuatRoPE
Detector / Segmentatio...
2026.03
56
60.6
3DGraphLLM-7B
Detector / Segmentatio...
2026.03
55.4
60.1
Chat-Scene-7B + QuatRoPE
Detector / Segmentatio...
2026.03
54.8
59.5
Chat-Scene-1B
Detector / Segmentatio...
2026.03
52.9
53.3
Chat-Scene-7B
Detector / Segmentatio...
2026.03
52.4
57.1
PQ3D
Detector / Segmentatio...
2026.03
50.1
-
M3DRef-CLIP
Detector / Segmentatio...
2026.03
38.4
42.8
D3Net
Detector / Segmentatio...
2026.03
32.2
-
3DJCG
Detector / Segmentatio...
2026.03
26.6
-
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