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3D Visual Question Answering on SQA3D

58.6EM@1

Video-3D LLM

Updated 1mo ago

Evaluation Results

Method	Links
Video-3D LLM 2025.11		58.6	-
CAPruner 2026.04		56.3	-
LLaVA-3D 2025.11		55.6	-
QuatRoPE 2026.04		55.2	-
3DGraphLLM 2026.04		55.2	-
Chat-Scene-7B 2026.04		54.6	-
Scene-LLM 2026.04		54.2	-
CAPruner 2026.04		52.8	-
3DGraphLLM 2026.04		52.6	-
UniScene3D 2026.04		52.5	92.3
POMA-3D_llm 2025.11		51.6	-
POMA-3D 2026.04		51.1	91.2
POMA-3D_spec 2025.11		51.1	91.2
LEO 2025.11		50	-
SceneVerse 2026.04		49.9	85
SceneVerse 2025.11		49.9	85
FG-CLIP 2026.04		49.5	89.7
FG-CLIP 2025.11		49.5	89.7
3D-VisTA 2026.04		48.5	85.6
3D-ViSTA 2025.11		48.5	85.6
3D-VisTA 2026.04		48.5	-
SQA3D-LLaMA 2023.10		48.09	89.03
Qwen2.5-VL-7B 2025.11		47.8	-
LLaVA-OV-7B 2025.11		47.7	-
SplatTalk 2025.11		47.6	-
SQA3D 2023.10		47.2	86.82
ScanQA 2025.11		47.2	-
PQ3D 2026.04		47.1	-
SQA3D 2025.11		46.6	-
ScanQA 2023.10		46.58	85.97