3D Object Description on ScanNet benchmark leaderboard · SOTA2 Research

3D Object Description on ScanNet

80.3CLIP ScoreTri-MARF

Evaluation Results

Method	Links
Tri-MARF2026.01		80.3	35.2	33.7	4
Human Annotation2026.01		79.5	34.8	33.2	4.3
ScoreAgg2026.01		75.6	32.1	30.4	3.5
Cap3D2026.01		73.2	29.8	28.1	3.2
3D-LLM2026.01		72.5	29.1	27.6	3.1
ULIP-22026.01		70.6	27.8	26.3	2.9
PointCLIP2026.01		60.8	19.3	17.9	2.1
GPT4Point2026.01		58.7	17.4	16	1.9