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3D Object Description on ModelNet40

81.5CLIP Score

Tri-MARF

Updated 4d ago

Evaluation Results

Method	Links
Tri-MARF 2026.01		81.5	36.7	35.2	4.2
Human Annotation 2026.01		80.2	36	34.5	4
ScoreAgg 2026.01		77.2	33.8	32.3	3.7
Cap3D 2026.01		74.3	31.2	29.8	3.4
3D-LLM 2026.01		73.6	30.7	29.2	3.3
ULIP-2 2026.01		72.3	29.4	28	3.1
PointCLIP 2026.01		62.1	20.5	19.1	2.2
GPT4Point 2026.01		60.3	18.9	17.5	2