List your company
ResearchFormerly WizWand

RGB-D Salient Object Detection on NJU2K (test)

0.939S-measure (Sα)CMINet
0.765320.810410.85550.90059Apr 18, 2020Jul 30, 2020Nov 10, 2020Feb 21, 2021Jun 4, 2021Sep 15, 2021Dec 27, 2021
Updated 8mo ago

Evaluation results

MethodLinks
CMINetFusion Category=Cross-level Fusion, Model Type=Deep Model2021.090.939——0.032——0.925——0.956—
Generative Vision TransformerBackbone=Swin-Transformer2021.120.9290.9240.9560.028———————
VST2021.120.9220.8980.9390.035———————
BBS-NetVenue=ECCV202021.040.921——0.035—0.92——0.949——
BTS-NetVenue=Ours2021.040.921——0.036—0.924——0.954——
BBSNet2021.120.9210.9020.9380.035———————
BBS-NetFusion Category=Cross-level Fusion, Model Type=Deep Model2021.090.921——0.035——0.902——0.938—
BBS-NetEfficient version=false2020.070.921——0.035—0.92——0.949——
BBS-NetEfficient version=true2020.070.916——0.038—0.918——0.948——
RD3DPublication Venue=Ours2021.010.916——0.036—0.914——0.947——
BiANetVenue=2020, Type=Deep Learning (Ours)2020.040.915——0.039—0.920.9030.8920.9480.9340.926
BiaNet2021.120.9150.9030.9340.039———————
BiaNetFusion Category=Cross-level Fusion, Model Type=Deep Model2021.090.915——0.039——0.903——0.934—
Cas-GnnVenue=ECCV202021.040.912——0.036—0.916——0.948——
CoNet2021.120.9110.9030.9440.036———————
CoNetFusion Category=Cross-level Fusion, Model Type=Deep Model2021.090.911——0.036——0.903——0.944—
PGARVenue=ECCV202021.040.909——0.042—0.907——0.94——
HDFNetVenue=ECCV202021.040.908——0.039—0.91——0.944——
HDFNetFusion Category=Cross-level Fusion, Model Type=Deep Model2021.090.908——0.038——0.892——0.936—
JL-DCF2020.040.9030.9030.9440.043———————
CMWNet2020.070.903—0.9360.0460.902——————
JL-DCFVenue=CVPR202021.040.903——0.043—0.903——0.944——
DSA2F2021.120.9030.9010.9230.039———————
CMWNetFusion Category=Cross-level Fusion, Model Type=Deep Model2021.090.903——0.046——0.881——0.923—
JLDCFPublication Venue=CVPR202021.010.903——0.043—0.903——0.944——
UCNetTest-time depth usage=None2020.090.9020.8930.9370.039———————
JLDCF2021.120.9020.8850.9350.041———————
JLDCFFusion Category=Late Fusion, Model Type=Deep Model2021.090.902——0.041——0.885——0.935—
cmMSVenue=ECCV202021.040.9——0.044—0.897——0.936——
cmMSPublication Venue=ECCV202021.010.9——0.044—0.897——0.936——
D3NetVenue=TNNLS202021.040.899——0.041—0.896——0.95——
SSFVenue=CVPR202021.040.899——0.043—0.896——0.953——
SSFPublication Venue=CVPR202021.010.899——0.043—0.896——0.935——
DANetPublication Venue=ECCV202021.010.899——0.045—0.898——0.935——
UCNetVenue=CVPR202021.040.897——0.043—0.895——0.936——
UCNet2021.120.8970.8860.930.043———————
DANetFusion Category=Early Fusion, Model Type=Deep Model2021.090.897——0.046——0.877——0.926—
UCNetFusion Category=Early Fusion, Model Type=Deep Model2021.090.897——0.043——0.886——0.93—
UCNetPublication Venue=CVPR202021.010.897——0.043—0.895——0.936——
D3Net2020.040.8950.8890.9320.051———————
D3NetPublication Year=20192020.070.895—0.9320.0510.889——————
CoNetVenue=ECCV202021.040.895——0.047—0.892——0.937——
CoNetPublication Venue=CVPR202021.010.895——0.047—0.893——0.937——
S2MAFusion Category=Cross-level Fusion, Model Type=Deep Model2021.090.894——0.053——0.865——0.914—
D3NetVenue=arXiv19, Type=Deep Learning2020.040.893——0.051—0.8870.8590.840.930.910.894
D3NetPublication Venue=TNNLS202021.010.893——0.051—0.887——0.93——
DANetVenue=ECCV202021.040.891——0.048—0.88——0.932——
DMRA2020.040.8860.8860.9270.051———————
DMRAPublication Year=20192020.070.886—0.9270.0510.886——————
DMRAVenue=ICCV19, Type=Deep Learning2020.040.886——0.051—0.8860.8730.8720.9270.920.908
DMRAVenue=ICCV192021.040.886——0.051—0.886——0.927——
DMRAFusion Category=Cross-level Fusion, Model Type=Deep Model2021.090.886——0.051——0.873——0.92—
DMRA2020.070.886——0.051—0.886——0.927——
DMRAPublication Venue=ICCV192021.010.886——0.051—0.886——0.927——
CPFP2020.040.8790.8770.9260.053———————
SCRNTest-time depth usage=None2020.090.8790.8630.9120.052———————
CPFPVenue=CVPR19, Type=Deep Learning2020.040.879——0.053—0.8770.850.8370.9260.910.895
CPFPVenue=CVPR192021.040.879——0.053—0.877——0.926——
TANetFusion Category=Cross-level Fusion, Model Type=Deep Model2021.090.879——0.061——0.841——0.895—
CPFP2020.070.879——0.053—0.877——0.926——
CPFPPublication Venue=CVPR192021.010.879——0.053—0.877——0.926——
TANet2020.040.8780.8740.9250.06———————
TANetPublication Year=20192020.070.878—0.9250.060.874——————
CPFPPublication Year=20192020.070.878—0.9230.0530.877——————
TANetVenue=TIP19, Type=Deep Learning2020.040.878——0.06—0.8740.8410.8440.9250.8950.893
CPFPFusion Category=Cross-level Fusion, Model Type=Deep Model2021.090.878——0.053——0.85——0.91—
TANet2020.070.878——0.06—0.874——0.925——
PCF2020.040.8770.8720.9240.059———————
PCFPublication Year=20182020.070.877—0.9240.0590.872——————
PCFVenue=CVPR18, Type=Deep Learning2020.040.877——0.059—0.8720.840.8440.9240.8950.896
PCFVenue=CVPR182021.040.877——0.059—0.872——0.924——
PCFFusion Category=Cross-level Fusion, Model Type=Deep Model2021.090.877——0.059——0.84——0.895—
PCF2020.070.877——0.059—0.872——0.924——
PCFPublication Venue=CVPR182021.010.877——0.059—0.872——0.924——
CPDTest-time depth usage=None2020.090.8750.8520.9030.056———————
A2deleFusion Category=Late Fusion, Model Type=Deep Model2021.090.873——0.051——0.867——0.913—
A2delePublication Venue=CVPR202021.010.869——0.051—0.873——0.916——
A2deleVenue=CVPR202021.040.868——0.052—0.872——0.914——
PiCANetTest-time depth usage=None2020.090.8640.8180.8690.072———————
AFBNetTest-time depth usage=None2020.090.8620.8350.8880.064———————
F3NetTest-time depth usage=None2020.090.8610.8370.890.061———————
MMCI2020.040.8580.8520.9150.079———————
MMCIPublication Year=20192020.070.858—0.9150.0790.852——————
MMCIVenue=PR19, Type=Deep Learning2020.040.858——0.079—0.8520.7930.8120.9150.8510.878
MMCIVenue=PR192021.040.858——0.079—0.852——0.915——
MMCIFusion Category=Cross-level Fusion, Model Type=Deep Model2021.090.858——0.079——0.793——0.851—
MMCI2020.070.858——0.079—0.852——0.915——
MMCIPublication Venue=PR192021.010.858——0.079—0.852——0.915——
CTMF2020.040.8490.8450.9130.085———————
CTMFPublication Year=20182020.070.849—0.9130.0850.845——————
CTMFVenue=TOC18, Type=Deep Learning2020.040.849——0.085—0.8450.7790.7880.9130.8460.864
CTMFFusion Category=Late Fusion, Model Type=Deep Model2021.090.849——0.085——0.779——0.846—
CTMF2020.070.849——0.085—0.845——0.913——
CTMFPublication Venue=TOC182021.010.849——0.085—0.845——0.913——
AFNetFusion Category=Late Fusion, Model Type=Deep Model2021.090.822——0.077——0.827——0.867—
NLDFTest-time depth usage=None2020.090.8130.7830.8480.091———————
AFNet2020.040.7720.7750.8530.1———————
AFNetPublication Year=20192020.070.772—0.8530.10.775——————
AFNetVenue=arXiv19, Type=Deep Learning2020.040.772——0.1—0.7750.7640.7680.8530.8260.846
AFNet2020.070.772——0.1—0.849——0.853——