notesum.ai

Published at November 12

cs.CV

cs.AI

Released Date: November 12, 2024

Authors: Rahul Ravishankar¹, Zeeshan Patel¹, Jathushan Rajasegaran¹, Jitendra Malik¹

Aff.: ¹University of California, Berkeley

Method	Hypersim		ETH3D		NYUv2		ScanNet		DIODE
	AbsRel $\downarrow$	$\delta 1\uparrow$	AbsRel $\downarrow$	$\delta 1\uparrow$	AbsRel $\downarrow$	$\delta 1\uparrow$	AbsRel $\downarrow$	$\delta 1\uparrow$	AbsRel $\downarrow$	$\delta 1\uparrow$
DiverseDepth	$-$	$-$	22.8	69.4	11.7	87.5	10.9	88.2	37.6	63.1
MiDaS	$-$	$-$	18.4	75.2	11.1	88.5	12.1	84.6	33.2	71.5
LeReS	$-$	$-$	17.1	77.7	9.0	91.6	9.1	91.7	27.1	76.6
Omnidata	$-$	$-$	16.6	77.8	7.4	94.5	7.5	93.6	33.9	74.2
HDN	$-$	$-$	12.1	83.3	6.9	94.8	8.0	93.9	24.6	78.0
DPT	$-$	$-$	7.8	94.6	9.8	90.3	8.2	93.4	18.2	75.8
Marigold	13.5	87.5	6.5	96.0	5.5	96.4	6.4	95.1	30.8	77.3
Ours	13.6	87.6	4.8	97.8	6.8	95.0	7.7	93.7	31.0	77.2