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Benchmarks
3D Question Answering on SQA3D (val)
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60.8
EM
LEO-VL
15.456
27.228
39
50.772
May 8, 2026
May 17, 2026
May 26, 2026
Jun 4, 2026
Jun 13, 2026
Jun 22, 2026
Jul 2, 2026
EM
Updated 23d ago
Evaluation Results
Method
Method
Links
EM
LEO-VL
Vision modal.=D,I, # o...
2026.05
60.8
3DRS
Vision modal.=I, # of...
2026.05
60.6
Video-3D-LLM
Vision modal.=I, # of...
2026.05
58.6
Proxy3D
Vision modal.=I, # of...
2026.05
57.5
GPT4Scene (HDM)
Vision modal.=B,I, # o...
2026.05
57.4
Spatial-MLLM-4B
Vision modal.=I, # of...
2026.05
55.9
Descrip3D
Vision modal.=I
2026.05
55.7
LLaVA-3D
Vision modal.=D,I, # o...
2026.05
55.6
Chat-Scene
Vision modal.=P
2026.05
54.6
LEO
Vision modal.=P,I
2026.05
50
ScanQA
Vision modal.=P, # of...
2026.05
47.2
Qwen2-VL-7B
Vision modal.=I, # of...
2026.05
40.7
SpaceEra++
Backbone=Qwen2.5-VL-7B
2026.07
30.5
+SpaceAlign
Backbone=Qwen2.5-VL-7B
2026.07
28.5
+ScenePick
Backbone=Qwen2.5-VL-7B
2026.07
26.3
SpaceEra
Backbone=Qwen2.5-VL-7B
2026.07
24.5
Qwen2.5-VL-7B
Backbone=Qwen2.5-VL-7B
2026.07
17.2
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