Our new X account is live! Follow @wizwand_team for updates

3D Object Captioning on ABO 6.4k objects

82.3CLIPScore

Tri-MARF

Updated 4d ago

Evaluation Results

Method	Links
Tri-MARF 2026.01		82.3	-	37.1	35.6
Human Annotation 2026.01		78.9	2.9	33.8	32.5
ScoreAgg 2026.01		76.2	4.2	31.2	30
Cap3D 2026.01		74.8	3.5	28.9	27.3
3D-LLM 2026.01		73	3.3	28.4	26.9
ULIP-2 2026.01		71.4	3.1	26.5	25
Metadata 2026.01		61.5	2.1	16.3	15
PointCLIP 2026.01		60.7	2.2	17.2	15.7
GPT4Point 2026.01		58.2	1.9	14.6	13.1